Overview

Brought to you by YData

Dataset statistics

Number of variables	122
Number of observations	307511
Missing cells	0
Missing cells (%)	0.0%
Total size in memory	285.1 MiB
Average record size in memory	972.0 B

Variable types

Numeric	107
Text	15

Alerts

`AMT_INCOME_TOTAL` is highly skewed (γ1 = 391.5596541)	Skewed
`FLAG_MOBIL` is highly skewed (γ1 = -554.5367436)	Skewed
`FLAG_CONT_MOBILE` is highly skewed (γ1 = -23.08117235)	Skewed
`YEARS_BEGINEXPLUATATION_AVG` is highly skewed (γ1 = -21.74476589)	Skewed
`NONLIVINGAPARTMENTS_AVG` is highly skewed (γ1 = 27.81539184)	Skewed
`YEARS_BEGINEXPLUATATION_MODE` is highly skewed (γ1 = -20.68616897)	Skewed
`NONLIVINGAPARTMENTS_MODE` is highly skewed (γ1 = 29.12609052)	Skewed
`YEARS_BEGINEXPLUATATION_MEDI` is highly skewed (γ1 = -21.82538695)	Skewed
`NONLIVINGAPARTMENTS_MEDI` is highly skewed (γ1 = 28.05803955)	Skewed
`FLAG_DOCUMENT_2` is highly skewed (γ1 = 153.7918174)	Skewed
`FLAG_DOCUMENT_4` is highly skewed (γ1 = 110.8943644)	Skewed
`FLAG_DOCUMENT_7` is highly skewed (γ1 = 72.17410795)	Skewed
`FLAG_DOCUMENT_10` is highly skewed (γ1 = 209.5890537)	Skewed
`FLAG_DOCUMENT_12` is highly skewed (γ1 = 392.1147791)	Skewed
`FLAG_DOCUMENT_15` is highly skewed (γ1 = 28.69933309)	Skewed
`FLAG_DOCUMENT_17` is highly skewed (γ1 = 61.21414027)	Skewed
`FLAG_DOCUMENT_19` is highly skewed (γ1 = 40.95613431)	Skewed
`FLAG_DOCUMENT_20` is highly skewed (γ1 = 44.3648968)	Skewed
`FLAG_DOCUMENT_21` is highly skewed (γ1 = 54.61293914)	Skewed
`AMT_REQ_CREDIT_BUREAU_DAY` is highly skewed (γ1 = 29.08157716)	Skewed
`AMT_REQ_CREDIT_BUREAU_QRT` is highly skewed (γ1 = 141.4009149)	Skewed
`SK_ID_CURR` has unique values	Unique
`TARGET` has 282686 (91.9%) zeros	Zeros
`CNT_CHILDREN` has 215371 (70.0%) zeros	Zeros
`FLAG_EMP_PHONE` has 55386 (18.0%) zeros	Zeros
`FLAG_WORK_PHONE` has 246203 (80.1%) zeros	Zeros
`FLAG_PHONE` has 221080 (71.9%) zeros	Zeros
`FLAG_EMAIL` has 290069 (94.3%) zeros	Zeros
`REG_REGION_NOT_LIVE_REGION` has 302854 (98.5%) zeros	Zeros
`REG_REGION_NOT_WORK_REGION` has 291899 (94.9%) zeros	Zeros
`LIVE_REGION_NOT_WORK_REGION` has 295008 (95.9%) zeros	Zeros
`REG_CITY_NOT_LIVE_CITY` has 283472 (92.2%) zeros	Zeros
`REG_CITY_NOT_WORK_CITY` has 236644 (77.0%) zeros	Zeros
`LIVE_CITY_NOT_WORK_CITY` has 252296 (82.0%) zeros	Zeros
`BASEMENTAREA_AVG` has 14745 (4.8%) zeros	Zeros
`COMMONAREA_AVG` has 8442 (2.7%) zeros	Zeros
`ELEVATORS_AVG` has 249609 (81.2%) zeros	Zeros
`LANDAREA_AVG` has 15600 (5.1%) zeros	Zeros
`NONLIVINGAPARTMENTS_AVG` has 268063 (87.2%) zeros	Zeros
`NONLIVINGAREA_AVG` has 58735 (19.1%) zeros	Zeros
`BASEMENTAREA_MODE` has 16598 (5.4%) zeros	Zeros
`COMMONAREA_MODE` has 9690 (3.2%) zeros	Zeros
`ELEVATORS_MODE` has 253389 (82.4%) zeros	Zeros
`FLOORSMAX_MODE` has 3415 (1.1%) zeros	Zeros
`LANDAREA_MODE` has 17453 (5.7%) zeros	Zeros
`NONLIVINGAPARTMENTS_MODE` has 272769 (88.7%) zeros	Zeros
`NONLIVINGAREA_MODE` has 67126 (21.8%) zeros	Zeros
`BASEMENTAREA_MEDI` has 14991 (4.9%) zeros	Zeros
`COMMONAREA_MEDI` has 8691 (2.8%) zeros	Zeros
`ELEVATORS_MEDI` has 250917 (81.6%) zeros	Zeros
`LANDAREA_MEDI` has 15919 (5.2%) zeros	Zeros
`NONLIVINGAPARTMENTS_MEDI` has 269611 (87.7%) zeros	Zeros
`NONLIVINGAREA_MEDI` has 60954 (19.8%) zeros	Zeros
`EMERGENCYSTATE_MODE` has 145755 (47.4%) zeros	Zeros
`OBS_30_CNT_SOCIAL_CIRCLE` has 164931 (53.6%) zeros	Zeros
`DEF_30_CNT_SOCIAL_CIRCLE` has 272345 (88.6%) zeros	Zeros
`OBS_60_CNT_SOCIAL_CIRCLE` has 165687 (53.9%) zeros	Zeros
`DEF_60_CNT_SOCIAL_CIRCLE` has 281742 (91.6%) zeros	Zeros
`DAYS_LAST_PHONE_CHANGE` has 37672 (12.3%) zeros	Zeros
`FLAG_DOCUMENT_2` has 307498 (> 99.9%) zeros	Zeros
`FLAG_DOCUMENT_3` has 89171 (29.0%) zeros	Zeros
`FLAG_DOCUMENT_4` has 307486 (> 99.9%) zeros	Zeros
`FLAG_DOCUMENT_5` has 302863 (98.5%) zeros	Zeros
`FLAG_DOCUMENT_6` has 280433 (91.2%) zeros	Zeros
`FLAG_DOCUMENT_7` has 307452 (> 99.9%) zeros	Zeros
`FLAG_DOCUMENT_8` has 282487 (91.9%) zeros	Zeros
`FLAG_DOCUMENT_9` has 306313 (99.6%) zeros	Zeros
`FLAG_DOCUMENT_10` has 307504 (> 99.9%) zeros	Zeros
`FLAG_DOCUMENT_11` has 306308 (99.6%) zeros	Zeros
`FLAG_DOCUMENT_12` has 307509 (> 99.9%) zeros	Zeros
`FLAG_DOCUMENT_13` has 306427 (99.6%) zeros	Zeros
`FLAG_DOCUMENT_14` has 306608 (99.7%) zeros	Zeros
`FLAG_DOCUMENT_15` has 307139 (99.9%) zeros	Zeros
`FLAG_DOCUMENT_16` has 304458 (99.0%) zeros	Zeros
`FLAG_DOCUMENT_17` has 307429 (> 99.9%) zeros	Zeros
`FLAG_DOCUMENT_18` has 305011 (99.2%) zeros	Zeros
`FLAG_DOCUMENT_19` has 307328 (99.9%) zeros	Zeros
`FLAG_DOCUMENT_20` has 307355 (99.9%) zeros	Zeros
`FLAG_DOCUMENT_21` has 307408 (> 99.9%) zeros	Zeros
`AMT_REQ_CREDIT_BUREAU_HOUR` has 305885 (99.5%) zeros	Zeros
`AMT_REQ_CREDIT_BUREAU_DAY` has 306022 (99.5%) zeros	Zeros
`AMT_REQ_CREDIT_BUREAU_WEEK` has 298975 (97.2%) zeros	Zeros
`AMT_REQ_CREDIT_BUREAU_MON` has 263752 (85.8%) zeros	Zeros
`AMT_REQ_CREDIT_BUREAU_QRT` has 256936 (83.6%) zeros	Zeros
`AMT_REQ_CREDIT_BUREAU_YEAR` has 71801 (23.3%) zeros	Zeros

Reproduction

Analysis started	2024-12-02 16:02:25.737402
Analysis finished	2024-12-02 16:02:43.202988
Duration	17.47 seconds
Software version	ydata-profiling vv4.12.0
Download configuration	config.json

SK_ID_CURR
Real number (ℝ)

Unique

Distinct	307511
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	278180.5186

Minimum	100002
Maximum	456255
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	100002
5-th percentile	117945.5
Q1	189145.5
median	278202
Q3	367142.5
95-th percentile	438427.5
Maximum	456255
Range	356253
Interquartile range (IQR)	177997

Descriptive statistics

Standard deviation	102790.1753
Coefficient of variation (CV)	0.3695088926
Kurtosis	-1.198987778
Mean	278180.5186
Median Absolute Deviation (MAD)	88999
Skewness	-0.001200235077
Sum	8.554356945 × 10¹⁰
Variance	1.056582015 × 10¹⁰
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
100002	1	< 0.1%
337664	1	< 0.1%
337661	1	< 0.1%
337660	1	< 0.1%
337659	1	< 0.1%
337658	1	< 0.1%
337657	1	< 0.1%
337656	1	< 0.1%
337655	1	< 0.1%
337654	1	< 0.1%
Other values (307501)	307501	> 99.9%

Value	Count	Frequency (%)
100002	1	< 0.1%
100003	1	< 0.1%
100004	1	< 0.1%
100006	1	< 0.1%
100007	1	< 0.1%

Value	Count	Frequency (%)
456255	1	< 0.1%
456254	1	< 0.1%
456253	1	< 0.1%
456252	1	< 0.1%
456251	1	< 0.1%

TARGET
Real number (ℝ)

Zeros

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.08072881946

Minimum	0
Maximum	1
Zeros	282686
Zeros (%)	91.9%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.2724186456
Coefficient of variation (CV)	3.37449064
Kurtosis	7.475109389
Mean	0.08072881946
Median Absolute Deviation (MAD)	0
Skewness	3.078158666
Sum	24825
Variance	0.0742119185
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	282686	91.9%
1	24825	8.1%

Value	Count	Frequency (%)
0	282686	91.9%
1	24825	8.1%

Value	Count	Frequency (%)
1	24825	8.1%
0	282686	91.9%

NAME_CONTRACT_TYPE
Text

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.3 MiB

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	307511
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	1
4th row	0
5th row	0

Value	Count	Frequency (%)
0	278232	90.5%
1	29279	9.5%

Most occurring characters

Value	Count	Frequency (%)
0	278232	90.5%
1	29279	9.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	307511	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	278232	90.5%
1	29279	9.5%

Most occurring scripts

Value	Count	Frequency (%)
Common	307511	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	278232	90.5%
1	29279	9.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	307511	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	278232	90.5%
1	29279	9.5%

CODE_GENDER
Text

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.3 MiB

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	307511
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	0
3rd row	1
4th row	0
5th row	1

Value	Count	Frequency (%)
0	202448	65.8%
1	105059	34.2%
2	4	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
0	202448	65.8%
1	105059	34.2%
2	4	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	307511	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	202448	65.8%
1	105059	34.2%
2	4	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	307511	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	202448	65.8%
1	105059	34.2%
2	4	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	307511	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	202448	65.8%
1	105059	34.2%
2	4	< 0.1%

FLAG_OWN_CAR
Text

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.3 MiB

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	307511
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	1
4th row	0
5th row	0

Value	Count	Frequency (%)
0	202924	66.0%
1	104587	34.0%

Most occurring characters

Value	Count	Frequency (%)
0	202924	66.0%
1	104587	34.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	307511	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	202924	66.0%
1	104587	34.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	307511	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	202924	66.0%
1	104587	34.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	307511	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	202924	66.0%
1	104587	34.0%

FLAG_OWN_REALTY
Text

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.3 MiB

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	307511
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	0
3rd row	1
4th row	1
5th row	1

Value	Count	Frequency (%)
1	213312	69.4%
0	94199	30.6%

Most occurring characters

Value	Count	Frequency (%)
1	213312	69.4%
0	94199	30.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	307511	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	213312	69.4%
0	94199	30.6%

Most occurring scripts

Value	Count	Frequency (%)
Common	307511	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	213312	69.4%
0	94199	30.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	307511	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	213312	69.4%
0	94199	30.6%

CNT_CHILDREN
Real number (ℝ)

Zeros

Distinct	15
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.4170517477

Minimum	0
Maximum	19
Zeros	215371
Zeros (%)	70.0%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	2
Maximum	19
Range	19
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.7221213844
Coefficient of variation (CV)	1.731491088
Kurtosis	7.904106359
Mean	0.4170517477
Median Absolute Deviation (MAD)	0
Skewness	1.97460447
Sum	128248
Variance	0.5214592939
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=15)

Value	Count	Frequency (%)
0	215371	70.0%
1	61119	19.9%
2	26749	8.7%
3	3717	1.2%
4	429	0.1%
5	84	< 0.1%
6	21	< 0.1%
7	7	< 0.1%
14	3	< 0.1%
8	2	< 0.1%
Other values (5)	9	< 0.1%

Value	Count	Frequency (%)
0	215371	70.0%
1	61119	19.9%
2	26749	8.7%
3	3717	1.2%
4	429	0.1%

Value	Count	Frequency (%)
19	2	< 0.1%
14	3	< 0.1%
12	2	< 0.1%
11	1	< 0.1%
10	2	< 0.1%

AMT_INCOME_TOTAL
Real number (ℝ)

Skewed

Distinct	2548
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	168797.9193

Minimum	25650
Maximum	117000000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	25650
5-th percentile	67500
Q1	112500
median	147150
Q3	202500
95-th percentile	337500
Maximum	117000000
Range	116974350
Interquartile range (IQR)	90000

Descriptive statistics

Standard deviation	237123.1463
Coefficient of variation (CV)	1.404775291
Kurtosis	191786.5544
Mean	168797.9193
Median Absolute Deviation (MAD)	43650
Skewness	391.5596541
Sum	5.190721696 × 10¹⁰
Variance	5.62273865 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
135000	35750	11.6%
112500	31019	10.1%
157500	26556	8.6%
180000	24719	8.0%
90000	22483	7.3%
225000	20698	6.7%
202500	16341	5.3%
67500	11147	3.6%
270000	10827	3.5%
81000	6001	2.0%
Other values (2538)	101970	33.2%

Value	Count	Frequency (%)
25650	2	< 0.1%
26100	3	< 0.1%
26460	1	< 0.1%
26550	2	< 0.1%
27000	66	< 0.1%

Value	Count	Frequency (%)
117000000	1	< 0.1%
18000090	1	< 0.1%
13500000	1	< 0.1%
9000000	1	< 0.1%
6750000	1	< 0.1%

AMT_CREDIT
Real number (ℝ)

Distinct	5603
Distinct (%)	1.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	599025.9997

Minimum	45000
Maximum	4050000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	45000
5-th percentile	135000
Q1	270000
median	513531
Q3	808650
95-th percentile	1350000
Maximum	4050000
Range	4005000
Interquartile range (IQR)	538650

Descriptive statistics

Standard deviation	402490.777
Coefficient of variation (CV)	0.6719086938
Kurtosis	1.934041301
Mean	599025.9997
Median Absolute Deviation (MAD)	251469
Skewness	1.234778497
Sum	1.842070842 × 10¹¹
Variance	1.619988256 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
450000	9709	3.2%
675000	8877	2.9%
225000	8162	2.7%
180000	7342	2.4%
270000	7241	2.4%
900000	6246	2.0%
254700	4500	1.5%
545040	4437	1.4%
808650	4152	1.4%
135000	3660	1.2%
Other values (5593)	243185	79.1%

Value	Count	Frequency (%)
45000	230	0.1%
47970	218	0.1%
48519	1	< 0.1%
49455	19	< 0.1%
49500	40	< 0.1%

Value	Count	Frequency (%)
4050000	8	< 0.1%
4031032.5	1	< 0.1%
4027680	1	< 0.1%
3956274	1	< 0.1%
3860019	1	< 0.1%

AMT_ANNUITY
Real number (ℝ)

Distinct	13672
Distinct (%)	4.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	27108.48784

Minimum	1615.5
Maximum	258025.5
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	1615.5
5-th percentile	9000
Q1	16524
median	24903
Q3	34596
95-th percentile	53325
Maximum	258025.5
Range	256410
Interquartile range (IQR)	18072

Descriptive statistics

Standard deviation	14493.46107
Coefficient of variation (CV)	0.5346466078
Kurtosis	7.707755954
Mean	27108.48784
Median Absolute Deviation (MAD)	8811
Skewness	1.579823725
Sum	8336158204
Variance	210060413.7
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
9000	6385	2.1%
13500	5514	1.8%
6750	2279	0.7%
10125	2035	0.7%
37800	1602	0.5%
11250	1459	0.5%
26217	1453	0.5%
20250	1345	0.4%
12375	1339	0.4%
31653	1269	0.4%
Other values (13662)	282831	92.0%

Value	Count	Frequency (%)
1615.5	1	< 0.1%
1980	2	< 0.1%
1993.5	1	< 0.1%
2052	1	< 0.1%
2164.5	2	< 0.1%

Value	Count	Frequency (%)
258025.5	1	< 0.1%
230161.5	1	< 0.1%
225000	23	< 0.1%
220297.5	1	< 0.1%
216589.5	1	< 0.1%

AMT_GOODS_PRICE
Real number (ℝ)

Distinct	1002
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	538316.2944

Minimum	40500
Maximum	4050000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	40500
5-th percentile	135000
Q1	238500
median	450000
Q3	679500
95-th percentile	1305000
Maximum	4050000
Range	4009500
Interquartile range (IQR)	441000

Descriptive statistics

Standard deviation	369288.9822
Coefficient of variation (CV)	0.6860074386
Kurtosis	2.437440173
Mean	538316.2944
Median Absolute Deviation (MAD)	225000
Skewness	1.35014255
Sum	1.65538182 × 10¹¹
Variance	1.363743524 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
450000	26300	8.6%
225000	25282	8.2%
675000	24962	8.1%
900000	15416	5.0%
270000	11428	3.7%
180000	10123	3.3%
454500	9157	3.0%
1125000	9050	2.9%
135000	8206	2.7%
315000	5225	1.7%
Other values (992)	162362	52.8%

Value	Count	Frequency (%)
40500	1	< 0.1%
45000	1169	0.4%
49500	157	0.1%
50751	1	< 0.1%
54000	290	0.1%

Value	Count	Frequency (%)
4050000	8	< 0.1%
3825000	1	< 0.1%
3712500	1	< 0.1%
3600000	3	< 0.1%
3555000	1	< 0.1%

NAME_TYPE_SUITE
Text

Distinct	8
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.3 MiB

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	307511
Distinct characters	8
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	7
2nd row	2
3rd row	7
4th row	7
5th row	7

Value	Count	Frequency (%)
7	248526	80.8%
2	40149	13.1%
6	11370	3.7%
1	3267	1.1%
5	1770	0.6%
0	1292	0.4%
4	866	0.3%
3	271	0.1%

Most occurring characters

Value	Count	Frequency (%)
7	248526	80.8%
2	40149	13.1%
6	11370	3.7%
1	3267	1.1%
5	1770	0.6%
0	1292	0.4%
4	866	0.3%
3	271	0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	307511	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
7	248526	80.8%
2	40149	13.1%
6	11370	3.7%
1	3267	1.1%
5	1770	0.6%
0	1292	0.4%
4	866	0.3%
3	271	0.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	307511	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
7	248526	80.8%
2	40149	13.1%
6	11370	3.7%
1	3267	1.1%
5	1770	0.6%
0	1292	0.4%
4	866	0.3%
3	271	0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	307511	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
7	248526	80.8%
2	40149	13.1%
6	11370	3.7%
1	3267	1.1%
5	1770	0.6%
0	1292	0.4%
4	866	0.3%
3	271	0.1%

NAME_INCOME_TYPE
Text

Distinct	8
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.3 MiB

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	307511
Distinct characters	8
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	7
2nd row	4
3rd row	7
4th row	7
5th row	7

Value	Count	Frequency (%)
7	158774	51.6%
1	71617	23.3%
3	55362	18.0%
4	21703	7.1%
6	22	< 0.1%
5	18	< 0.1%
0	10	< 0.1%
2	5	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
7	158774	51.6%
1	71617	23.3%
3	55362	18.0%
4	21703	7.1%
6	22	< 0.1%
5	18	< 0.1%
0	10	< 0.1%
2	5	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	307511	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
7	158774	51.6%
1	71617	23.3%
3	55362	18.0%
4	21703	7.1%
6	22	< 0.1%
5	18	< 0.1%
0	10	< 0.1%
2	5	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	307511	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
7	158774	51.6%
1	71617	23.3%
3	55362	18.0%
4	21703	7.1%
6	22	< 0.1%
5	18	< 0.1%
0	10	< 0.1%
2	5	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	307511	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
7	158774	51.6%
1	71617	23.3%
3	55362	18.0%
4	21703	7.1%
6	22	< 0.1%
5	18	< 0.1%
0	10	< 0.1%
2	5	< 0.1%

NAME_EDUCATION_TYPE
Text

Distinct	5
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.3 MiB

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	307511
Distinct characters	5
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	4
2nd row	1
3rd row	4
4th row	4
5th row	4

Value	Count	Frequency (%)
4	218391	71.0%
1	74863	24.3%
2	10277	3.3%
3	3816	1.2%
0	164	0.1%

Most occurring characters

Value	Count	Frequency (%)
4	218391	71.0%
1	74863	24.3%
2	10277	3.3%
3	3816	1.2%
0	164	0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	307511	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
4	218391	71.0%
1	74863	24.3%
2	10277	3.3%
3	3816	1.2%
0	164	0.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	307511	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
4	218391	71.0%
1	74863	24.3%
2	10277	3.3%
3	3816	1.2%
0	164	0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	307511	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
4	218391	71.0%
1	74863	24.3%
2	10277	3.3%
3	3816	1.2%
0	164	0.1%

NAME_FAMILY_STATUS
Text

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.3 MiB

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	307511
Distinct characters	6
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	3
2nd row	1
3rd row	3
4th row	0
5th row	3

Value	Count	Frequency (%)
1	196432	63.9%
3	45444	14.8%
0	29775	9.7%
2	19770	6.4%
5	16088	5.2%
4	2	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
1	196432	63.9%
3	45444	14.8%
0	29775	9.7%
2	19770	6.4%
5	16088	5.2%
4	2	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	307511	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	196432	63.9%
3	45444	14.8%
0	29775	9.7%
2	19770	6.4%
5	16088	5.2%
4	2	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	307511	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	196432	63.9%
3	45444	14.8%
0	29775	9.7%
2	19770	6.4%
5	16088	5.2%
4	2	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	307511	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	196432	63.9%
3	45444	14.8%
0	29775	9.7%
2	19770	6.4%
5	16088	5.2%
4	2	< 0.1%

NAME_HOUSING_TYPE
Text

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.3 MiB

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	307511
Distinct characters	6
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	1
4th row	1
5th row	1

Value	Count	Frequency (%)
1	272868	88.7%
5	14840	4.8%
2	11183	3.6%
4	4881	1.6%
3	2617	0.9%
0	1122	0.4%

Most occurring characters

Value	Count	Frequency (%)
1	272868	88.7%
5	14840	4.8%
2	11183	3.6%
4	4881	1.6%
3	2617	0.9%
0	1122	0.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	307511	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	272868	88.7%
5	14840	4.8%
2	11183	3.6%
4	4881	1.6%
3	2617	0.9%
0	1122	0.4%

Most occurring scripts

Value	Count	Frequency (%)
Common	307511	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	272868	88.7%
5	14840	4.8%
2	11183	3.6%
4	4881	1.6%
3	2617	0.9%
0	1122	0.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	307511	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	272868	88.7%
5	14840	4.8%
2	11183	3.6%
4	4881	1.6%
3	2617	0.9%
0	1122	0.4%

REGION_POPULATION_RELATIVE
Real number (ℝ)

Distinct	81
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.02086811206

Minimum	0.00029
Maximum	0.072508
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0.00029
5-th percentile	0.00496
Q1	0.010006
median	0.01885
Q3	0.028663
95-th percentile	0.04622
Maximum	0.072508
Range	0.072218
Interquartile range (IQR)	0.018657

Descriptive statistics

Standard deviation	0.01383128012
Coefficient of variation (CV)	0.66279499
Kurtosis	3.260065334
Mean	0.02086811206
Median Absolute Deviation (MAD)	0.009193
Skewness	1.488008521
Sum	6417.174007
Variance	0.0001913043098
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.035792	16408	5.3%
0.04622	13442	4.4%
0.030755	12163	4.0%
0.025164	11950	3.9%
0.026392	11601	3.8%
0.031329	11321	3.7%
0.028663	11157	3.6%
0.019101	8694	2.8%
0.072508	8412	2.7%
0.020713	8066	2.6%
Other values (71)	194297	63.2%

Value	Count	Frequency (%)
0.00029	2	< 0.1%
0.000533	39	< 0.1%
0.000938	28	< 0.1%
0.001276	558	0.2%
0.001333	235	0.1%

Value	Count	Frequency (%)
0.072508	8412	2.7%
0.04622	13442	4.4%
0.035792	16408	5.3%
0.032561	6636	2.2%
0.031329	11321	3.7%

DAYS_BIRTH
Real number (ℝ)

Distinct	17460
Distinct (%)	5.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-16036.99507

Minimum	-25229
Maximum	-7489
Zeros	0
Zeros (%)	0.0%
Negative	307511
Negative (%)	100.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	-25229
5-th percentile	-23204
Q1	-19682
median	-15750
Q3	-12413
95-th percentile	-9407
Maximum	-7489
Range	17740
Interquartile range (IQR)	7269

Descriptive statistics

Standard deviation	4363.988632
Coefficient of variation (CV)	-0.2721200957
Kurtosis	-1.04912577
Mean	-16036.99507
Median Absolute Deviation (MAD)	3630
Skewness	-0.1156733117
Sum	-4931552390
Variance	19044396.78
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-13749	43	< 0.1%
-13481	42	< 0.1%
-18248	41	< 0.1%
-10020	41	< 0.1%
-15771	40	< 0.1%
-10292	40	< 0.1%
-14267	39	< 0.1%
-13263	39	< 0.1%
-11664	39	< 0.1%
-14395	39	< 0.1%
Other values (17450)	307108	99.9%

Value	Count	Frequency (%)
-25229	1	< 0.1%
-25201	2	< 0.1%
-25200	1	< 0.1%
-25197	2	< 0.1%
-25196	4	< 0.1%

Value	Count	Frequency (%)
-7489	1	< 0.1%
-7673	1	< 0.1%
-7676	2	< 0.1%
-7678	3	< 0.1%
-7679	1	< 0.1%

DAYS_EMPLOYED
Real number (ℝ)

Distinct	12574
Distinct (%)	4.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	63815.0459

Minimum	-17912
Maximum	365243
Zeros	2
Zeros (%)	< 0.1%
Negative	252135
Negative (%)	82.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	-17912
5-th percentile	-6742.5
Q1	-2760
median	-1213
Q3	-289
95-th percentile	365243
Maximum	365243
Range	383155
Interquartile range (IQR)	2471

Descriptive statistics

Standard deviation	141275.7665
Coefficient of variation (CV)	2.213831621
Kurtosis	0.7716123807
Mean	63815.0459
Median Absolute Deviation (MAD)	1091
Skewness	1.664346198
Sum	1.962382858 × 10¹⁰
Variance	1.995884221 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
365243	55374	18.0%
-200	156	0.1%
-224	152	< 0.1%
-230	151	< 0.1%
-199	151	< 0.1%
-212	150	< 0.1%
-384	143	< 0.1%
-229	143	< 0.1%
-231	140	< 0.1%
-215	138	< 0.1%
Other values (12564)	250813	81.6%

Value	Count	Frequency (%)
-17912	1	< 0.1%
-17583	1	< 0.1%
-17546	1	< 0.1%
-17531	1	< 0.1%
-17522	1	< 0.1%

Value	Count	Frequency (%)
365243	55374	18.0%
0	2	< 0.1%
-1	1	< 0.1%
-2	2	< 0.1%
-3	3	< 0.1%

DAYS_REGISTRATION
Real number (ℝ)

Distinct	15688
Distinct (%)	5.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-4986.120328

Minimum	-24672
Maximum	0
Zeros	80
Zeros (%)	< 0.1%
Negative	307431
Negative (%)	> 99.9%
Memory size	2.3 MiB

Quantile statistics

Minimum	-24672
5-th percentile	-11416
Q1	-7479.5
median	-4504
Q3	-2010
95-th percentile	-330
Maximum	0
Range	24672
Interquartile range (IQR)	5469.5

Descriptive statistics

Standard deviation	3522.886321
Coefficient of variation (CV)	-0.706538569
Kurtosis	-0.3213466019
Mean	-4986.120328
Median Absolute Deviation (MAD)	2699
Skewness	-0.5908716157
Sum	-1533286848
Variance	12410728.03
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-1	113	< 0.1%
-7	98	< 0.1%
-6	96	< 0.1%
-4	92	< 0.1%
-2	92	< 0.1%
-5	86	< 0.1%
-3	84	< 0.1%
-9	84	< 0.1%
-14	80	< 0.1%
-21	80	< 0.1%
Other values (15678)	306606	99.7%

Value	Count	Frequency (%)
-24672	1	< 0.1%
-23738	1	< 0.1%
-23416	1	< 0.1%
-22928	1	< 0.1%
-22858	1	< 0.1%

Value	Count	Frequency (%)
0	80	< 0.1%
-1	113	< 0.1%
-2	92	< 0.1%
-3	84	< 0.1%
-4	92	< 0.1%

DAYS_ID_PUBLISH
Real number (ℝ)

Distinct	6168
Distinct (%)	2.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-2994.202373

Minimum	-7197
Maximum	0
Zeros	16
Zeros (%)	< 0.1%
Negative	307495
Negative (%)	> 99.9%
Memory size	2.3 MiB

Quantile statistics

Minimum	-7197
5-th percentile	-4944
Q1	-4299
median	-3254
Q3	-1720
95-th percentile	-375
Maximum	0
Range	7197
Interquartile range (IQR)	2579

Descriptive statistics

Standard deviation	1509.450419
Coefficient of variation (CV)	-0.5041243813
Kurtosis	-1.106807894
Mean	-2994.202373
Median Absolute Deviation (MAD)	1186
Skewness	0.3493274932
Sum	-920750166
Variance	2278440.567
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-4053	169	0.1%
-4095	162	0.1%
-4046	161	0.1%
-4417	159	0.1%
-4256	158	0.1%
-4032	157	0.1%
-4151	157	0.1%
-4200	156	0.1%
-4171	155	0.1%
-4214	155	0.1%
Other values (6158)	305922	99.5%

Value	Count	Frequency (%)
-7197	1	< 0.1%
-6551	1	< 0.1%
-6383	1	< 0.1%
-6337	1	< 0.1%
-6274	1	< 0.1%

Value	Count	Frequency (%)
0	16	< 0.1%
-1	64	< 0.1%
-2	50	< 0.1%
-3	51	< 0.1%
-4	57	< 0.1%

OWN_CAR_AGE
Real number (ℝ)

Distinct	62
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	10.04105219

Minimum	0
Maximum	91
Zeros	2134
Zeros (%)	0.7%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	3
Q1	9
median	9
Q3	9
95-th percentile	19
Maximum	91
Range	91
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	7.115228485
Coefficient of variation (CV)	0.7086138336
Kurtosis	35.47644755
Mean	10.04105219
Median Absolute Deviation (MAD)	0
Skewness	5.239470755
Sum	3087734
Variance	50.6264764
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
9	207949	67.6%
7	7424	2.4%
6	6382	2.1%
3	6370	2.1%
8	5887	1.9%
2	5852	1.9%
4	5557	1.8%
1	5280	1.7%
10	4806	1.6%
14	4594	1.5%
Other values (52)	47410	15.4%

Value	Count	Frequency (%)
0	2134	0.7%
1	5280	1.7%
2	5852	1.9%
3	6370	2.1%
4	5557	1.8%

Value	Count	Frequency (%)
91	2	< 0.1%
69	1	< 0.1%
65	891	0.3%
64	2443	0.8%
63	2	< 0.1%

FLAG_MOBIL
Real number (ℝ)

Skewed

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.9999967481

Minimum	0
Maximum	1
Zeros	1
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	1
median	1
Q3	1
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.001803307015
Coefficient of variation (CV)	0.00180331288
Kurtosis	307511
Mean	0.9999967481
Median Absolute Deviation (MAD)	0
Skewness	-554.5367436
Sum	307510
Variance	3.251916192 × 10^-6
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
1	307510	> 99.9%
0	1	< 0.1%

Value	Count	Frequency (%)
0	1	< 0.1%
1	307510	> 99.9%

Value	Count	Frequency (%)
1	307510	> 99.9%
0	1	< 0.1%

FLAG_EMP_PHONE
Real number (ℝ)

Zeros

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.8198893698

Minimum	0
Maximum	1
Zeros	55386
Zeros (%)	18.0%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	1
Q3	1
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.3842801989
Coefficient of variation (CV)	0.4686976232
Kurtosis	0.7718519499
Mean	0.8198893698
Median Absolute Deviation (MAD)	0
Skewness	-1.664886462
Sum	252125
Variance	0.1476712713
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
1	252125	82.0%
0	55386	18.0%

Value	Count	Frequency (%)
0	55386	18.0%
1	252125	82.0%

Value	Count	Frequency (%)
1	252125	82.0%
0	55386	18.0%

FLAG_WORK_PHONE
Real number (ℝ)

Zeros

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.1993684779

Minimum	0
Maximum	1
Zeros	246203
Zeros (%)	80.1%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.3995262282
Coefficient of variation (CV)	2.003958863
Kurtosis	0.2648759067
Mean	0.1993684779
Median Absolute Deviation (MAD)	0
Skewness	1.504949894
Sum	61308
Variance	0.159621207
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	246203	80.1%
1	61308	19.9%

Value	Count	Frequency (%)
0	246203	80.1%
1	61308	19.9%

Value	Count	Frequency (%)
1	61308	19.9%
0	246203	80.1%

FLAG_CONT_MOBILE
Real number (ℝ)

Skewed

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.9981334001

Minimum	0
Maximum	1
Zeros	574
Zeros (%)	0.2%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	1
median	1
Q3	1
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.04316389414
Coefficient of variation (CV)	0.04324461454
Kurtosis	530.7439687
Mean	0.9981334001
Median Absolute Deviation (MAD)	0
Skewness	-23.08117235
Sum	306937
Variance	0.001863121758
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
1	306937	99.8%
0	574	0.2%

Value	Count	Frequency (%)
0	574	0.2%
1	306937	99.8%

Value	Count	Frequency (%)
1	306937	99.8%
0	574	0.2%

FLAG_PHONE
Real number (ℝ)

Zeros

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.2810663684

Minimum	0
Maximum	1
Zeros	221080
Zeros (%)	71.9%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.4495205469
Coefficient of variation (CV)	1.599339506
Kurtosis	-1.051170063
Mean	0.2810663684
Median Absolute Deviation (MAD)	0
Skewness	0.974082529
Sum	86431
Variance	0.202068722
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	221080	71.9%
1	86431	28.1%

Value	Count	Frequency (%)
0	221080	71.9%
1	86431	28.1%

Value	Count	Frequency (%)
1	86431	28.1%
0	221080	71.9%

FLAG_EMAIL
Real number (ℝ)

Zeros

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.05671992221

Minimum	0
Maximum	1
Zeros	290069
Zeros (%)	94.3%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.2313070397
Coefficient of variation (CV)	4.078056364
Kurtosis	12.690846
Mean	0.05671992221
Median Absolute Deviation (MAD)	0
Skewness	3.832853175
Sum	17442
Variance	0.05350294663
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	290069	94.3%
1	17442	5.7%

Value	Count	Frequency (%)
0	290069	94.3%
1	17442	5.7%

Value	Count	Frequency (%)
1	17442	5.7%
0	290069	94.3%

OCCUPATION_TYPE
Text

Distinct	19
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.3 MiB

Length

Max length	2
Median length	1
Mean length	1.250007317
Min length	1

Characters and Unicode

Total characters	384391
Distinct characters	10
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	9
2nd row	4
3rd row	9
4th row	9
5th row	4

Value	Count	Frequency (%)
0	96391	31.3%
9	55186	17.9%
15	32102	10.4%
4	27570	9.0%
11	21371	6.9%
5	18603	6.0%
7	11380	3.7%
1	9813	3.2%
12	8537	2.8%
17	6721	2.2%
Other values (9)	19837	6.5%

Most occurring characters

Value	Count	Frequency (%)
1	108064	28.1%
0	98484	25.6%
9	55186	14.4%
5	50705	13.2%
4	28321	7.4%
7	18101	4.7%
2	13190	3.4%
3	8598	2.2%
8	1874	0.5%
6	1868	0.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	384391	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	108064	28.1%
0	98484	25.6%
9	55186	14.4%
5	50705	13.2%
4	28321	7.4%
7	18101	4.7%
2	13190	3.4%
3	8598	2.2%
8	1874	0.5%
6	1868	0.5%

Most occurring scripts

Value	Count	Frequency (%)
Common	384391	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	108064	28.1%
0	98484	25.6%
9	55186	14.4%
5	50705	13.2%
4	28321	7.4%
7	18101	4.7%
2	13190	3.4%
3	8598	2.2%
8	1874	0.5%
6	1868	0.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	384391	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	108064	28.1%
0	98484	25.6%
9	55186	14.4%
5	50705	13.2%
4	28321	7.4%
7	18101	4.7%
2	13190	3.4%
3	8598	2.2%
8	1874	0.5%
6	1868	0.5%

CNT_FAM_MEMBERS
Real number (ℝ)

Distinct	17
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.152664458

Minimum	1
Maximum	20
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	2
median	2
Q3	3
95-th percentile	4
Maximum	20
Range	19
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.9106786909
Coefficient of variation (CV)	0.4230472091
Kurtosis	2.802016907
Mean	2.152664458
Median Absolute Deviation (MAD)	0
Skewness	0.9875489946
Sum	661968
Variance	0.8293356781
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=17)

Value	Count	Frequency (%)
2	158359	51.5%
1	67847	22.1%
3	52601	17.1%
4	24697	8.0%
5	3478	1.1%
6	408	0.1%
7	81	< 0.1%
8	20	< 0.1%
9	6	< 0.1%
10	3	< 0.1%
Other values (7)	11	< 0.1%

Value	Count	Frequency (%)
1	67847	22.1%
2	158359	51.5%
3	52601	17.1%
4	24697	8.0%
5	3478	1.1%

Value	Count	Frequency (%)
20	2	< 0.1%
16	2	< 0.1%
15	1	< 0.1%
14	2	< 0.1%
13	1	< 0.1%

REGION_RATING_CLIENT
Real number (ℝ)

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.052463164

Minimum	1
Maximum	3
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	2
median	2
Q3	2
95-th percentile	3
Maximum	3
Range	2
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.5090339028
Coefficient of variation (CV)	0.2480112246
Kurtosis	0.8004164375
Mean	2.052463164
Median Absolute Deviation (MAD)	0
Skewness	0.08746834971
Sum	631155
Variance	0.2591155142
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=3)

Value	Count	Frequency (%)
2	226984	73.8%
3	48330	15.7%
1	32197	10.5%

Value	Count	Frequency (%)
1	32197	10.5%
2	226984	73.8%
3	48330	15.7%

Value	Count	Frequency (%)
3	48330	15.7%
2	226984	73.8%
1	32197	10.5%

REGION_RATING_CLIENT_W_CITY
Real number (ℝ)

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.031520824

Minimum	1
Maximum	3
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	2
median	2
Q3	2
95-th percentile	3
Maximum	3
Range	2
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.5027370329
Coefficient of variation (CV)	0.2474683139
Kurtosis	0.9335838303
Mean	2.031520824
Median Absolute Deviation (MAD)	0
Skewness	0.05972981215
Sum	624715
Variance	0.2527445243
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=3)

Value	Count	Frequency (%)
2	229484	74.6%
3	43860	14.3%
1	34167	11.1%

Value	Count	Frequency (%)
1	34167	11.1%
2	229484	74.6%
3	43860	14.3%

Value	Count	Frequency (%)
3	43860	14.3%
2	229484	74.6%
1	34167	11.1%

WEEKDAY_APPR_PROCESS_START
Text

Distinct	7
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.3 MiB

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	307511
Distinct characters	7
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	6
2nd row	1
3rd row	1
4th row	6
5th row	4

Value	Count	Frequency (%)
5	53901	17.5%
6	51934	16.9%
1	50714	16.5%
4	50591	16.5%
0	50338	16.4%
2	33852	11.0%
3	16181	5.3%

Most occurring characters

Value	Count	Frequency (%)
5	53901	17.5%
6	51934	16.9%
1	50714	16.5%
4	50591	16.5%
0	50338	16.4%
2	33852	11.0%
3	16181	5.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	307511	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
5	53901	17.5%
6	51934	16.9%
1	50714	16.5%
4	50591	16.5%
0	50338	16.4%
2	33852	11.0%
3	16181	5.3%

Most occurring scripts

Value	Count	Frequency (%)
Common	307511	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
5	53901	17.5%
6	51934	16.9%
1	50714	16.5%
4	50591	16.5%
0	50338	16.4%
2	33852	11.0%
3	16181	5.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	307511	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
5	53901	17.5%
6	51934	16.9%
1	50714	16.5%
4	50591	16.5%
0	50338	16.4%
2	33852	11.0%
3	16181	5.3%

HOUR_APPR_PROCESS_START
Real number (ℝ)

Distinct	24
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	12.06341887

Minimum	0
Maximum	23
Zeros	40
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	7
Q1	10
median	12
Q3	14
95-th percentile	17
Maximum	23
Range	23
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	3.265832255
Coefficient of variation (CV)	0.270721948
Kurtosis	-0.1941728655
Mean	12.06341887
Median Absolute Deviation (MAD)	2
Skewness	-0.02802445946
Sum	3709634
Variance	10.66566032
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=24)

Value	Count	Frequency (%)
10	37722	12.3%
11	37229	12.1%
12	34233	11.1%
13	30959	10.1%
14	27682	9.0%
9	27384	8.9%
15	24839	8.1%
16	20385	6.6%
8	15127	4.9%
17	14900	4.8%
Other values (14)	37051	12.0%

Value	Count	Frequency (%)
0	40	< 0.1%
1	86	< 0.1%
2	305	0.1%
3	1230	0.4%
4	2090	0.7%

Value	Count	Frequency (%)
23	41	< 0.1%
22	150	< 0.1%
21	405	0.1%
20	1196	0.4%
19	3848	1.3%

REG_REGION_NOT_LIVE_REGION
Real number (ℝ)

Zeros

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0151441737

Minimum	0
Maximum	1
Zeros	302854
Zeros (%)	98.5%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.1221264763
Coefficient of variation (CV)	8.064254852
Kurtosis	61.04838402
Mean	0.0151441737
Median Absolute Deviation (MAD)	0
Skewness	7.940276253
Sum	4657
Variance	0.01491487621
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	302854	98.5%
1	4657	1.5%

Value	Count	Frequency (%)
0	302854	98.5%
1	4657	1.5%

Value	Count	Frequency (%)
1	4657	1.5%
0	302854	98.5%

REG_REGION_NOT_WORK_REGION
Real number (ℝ)

Zeros

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.05076891558

Minimum	0
Maximum	1
Zeros	291899
Zeros (%)	94.9%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.2195258288
Coefficient of variation (CV)	4.324020442
Kurtosis	14.75083559
Mean	0.05076891558
Median Absolute Deviation (MAD)	0
Skewness	4.092766748
Sum	15612
Variance	0.04819158951
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	291899	94.9%
1	15612	5.1%

Value	Count	Frequency (%)
0	291899	94.9%
1	15612	5.1%

Value	Count	Frequency (%)
1	15612	5.1%
0	291899	94.9%

LIVE_REGION_NOT_WORK_REGION
Real number (ℝ)

Zeros

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.04065870814

Minimum	0
Maximum	1
Zeros	295008
Zeros (%)	95.9%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.1974986188
Coefficient of variation (CV)	4.857474028
Kurtosis	19.63769792
Mean	0.04065870814
Median Absolute Deviation (MAD)	0
Skewness	4.651620169
Sum	12503
Variance	0.03900570444
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	295008	95.9%
1	12503	4.1%

Value	Count	Frequency (%)
0	295008	95.9%
1	12503	4.1%

Value	Count	Frequency (%)
1	12503	4.1%
0	295008	95.9%

REG_CITY_NOT_LIVE_CITY
Real number (ℝ)

Zeros

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.07817281333

Minimum	0
Maximum	1
Zeros	283472
Zeros (%)	92.2%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.2684437724
Coefficient of variation (CV)	3.433978655
Kurtosis	7.877120671
Mean	0.07817281333
Median Absolute Deviation (MAD)	0
Skewness	3.142780527
Sum	24039
Variance	0.07206205893
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	283472	92.2%
1	24039	7.8%

Value	Count	Frequency (%)
0	283472	92.2%
1	24039	7.8%

Value	Count	Frequency (%)
1	24039	7.8%
0	283472	92.2%

REG_CITY_NOT_WORK_CITY
Real number (ℝ)

Zeros

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.2304535448

Minimum	0
Maximum	1
Zeros	236644
Zeros (%)	77.0%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.4211238359
Coefficient of variation (CV)	1.827369748
Kurtosis	-0.3612503173
Mean	0.2304535448
Median Absolute Deviation (MAD)	0
Skewness	1.280137505
Sum	70867
Variance	0.1773452852
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	236644	77.0%
1	70867	23.0%

Value	Count	Frequency (%)
0	236644	77.0%
1	70867	23.0%

Value	Count	Frequency (%)
1	70867	23.0%
0	236644	77.0%

LIVE_CITY_NOT_WORK_CITY
Real number (ℝ)

Zeros

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.1795545525

Minimum	0
Maximum	1
Zeros	252296
Zeros (%)	82.0%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.3838166154
Coefficient of variation (CV)	2.137604477
Kurtosis	0.7882204506
Mean	0.1795545525
Median Absolute Deviation (MAD)	0
Skewness	1.669794995
Sum	55215
Variance	0.1473151942
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	252296	82.0%
1	55215	18.0%

Value	Count	Frequency (%)
0	252296	82.0%
1	55215	18.0%

Value	Count	Frequency (%)
1	55215	18.0%
0	252296	82.0%

ORGANIZATION_TYPE
Text

Distinct	58
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.3 MiB

Length

Max length	2
Median length	2
Mean length	1.680567524
Min length	1

Characters and Unicode

Total characters	516793
Distinct characters	10
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	5
2nd row	39
3rd row	11
4th row	5
5th row	37

Value	Count	Frequency (%)
5	67992	22.1%
57	55374	18.0%
42	38412	12.5%
33	16683	5.4%
30	11193	3.6%
4	10553	3.4%
11	10404	3.4%
39	8893	2.9%
51	7831	2.5%
28	6880	2.2%
Other values (48)	73296	23.8%

Most occurring characters

Value	Count	Frequency (%)
5	150181	29.1%
3	76026	14.7%
4	68642	13.3%
7	66638	12.9%
2	60349	11.7%
1	45808	8.9%
0	19338	3.7%
9	10655	2.1%
6	9955	1.9%
8	9201	1.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	516793	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
5	150181	29.1%
3	76026	14.7%
4	68642	13.3%
7	66638	12.9%
2	60349	11.7%
1	45808	8.9%
0	19338	3.7%
9	10655	2.1%
6	9955	1.9%
8	9201	1.8%

Most occurring scripts

Value	Count	Frequency (%)
Common	516793	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
5	150181	29.1%
3	76026	14.7%
4	68642	13.3%
7	66638	12.9%
2	60349	11.7%
1	45808	8.9%
0	19338	3.7%
9	10655	2.1%
6	9955	1.9%
8	9201	1.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	516793	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
5	150181	29.1%
3	76026	14.7%
4	68642	13.3%
7	66638	12.9%
2	60349	11.7%
1	45808	8.9%
0	19338	3.7%
9	10655	2.1%
6	9955	1.9%
8	9201	1.8%

EXT_SOURCE_1
Real number (ℝ)

Distinct	114584
Distinct (%)	37.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.5043106959

Minimum	0.01456813241
Maximum	0.9626927706
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0.01456813241
5-th percentile	0.2259629465
Q1	0.5059979305
median	0.5059979305
Q3	0.5059979305
95-th percentile	0.7742504188
Maximum	0.9626927706
Range	0.9481246381
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.1394081803
Coefficient of variation (CV)	0.2764331223
Kurtosis	1.671290746
Mean	0.5043106959
Median Absolute Deviation (MAD)	0
Skewness	-0.1509975658
Sum	155081.0864
Variance	0.01943464073
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.5059979305	173380	56.4%
0.6051516612	5	< 0.1%
0.6227066347	5	< 0.1%
0.7657236984	5	< 0.1%
0.5810147956	5	< 0.1%
0.52819743	5	< 0.1%
0.4990017461	5	< 0.1%
0.5464264086	5	< 0.1%
0.3563226644	5	< 0.1%
0.443982118	5	< 0.1%
Other values (114574)	134086	43.6%

Value	Count	Frequency (%)
0.01456813241	1	< 0.1%
0.0146914824	1	< 0.1%
0.0150529213	1	< 0.1%
0.01560008058	1	< 0.1%
0.01709465779	1	< 0.1%

Value	Count	Frequency (%)
0.9626927706	1	< 0.1%
0.9516239622	1	< 0.1%
0.9476493854	1	< 0.1%
0.9460976144	1	< 0.1%
0.9460755215	1	< 0.1%

EXT_SOURCE_2
Real number (ℝ)

Distinct	119831
Distinct (%)	39.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.5145033543

Minimum	8.173616519 × 10^-8
Maximum	0.8549996664
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	8.173616519 × 10^-8
5-th percentile	0.1336355121
Q1	0.392973721
median	0.5659614261
Q3	0.6634218023
95-th percentile	0.7476805156
Maximum	0.8549996664
Range	0.8549995847
Interquartile range (IQR)	0.2704480813

Descriptive statistics

Standard deviation	0.1908699315
Coefficient of variation (CV)	0.3709789838
Kurtosis	-0.2622570346
Mean	0.5145033543
Median Absolute Deviation (MAD)	0.1187905139
Skewness	-0.7959400363
Sum	158215.441
Variance	0.03643133077
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.2858978721	721	0.2%
0.5659614261	662	0.2%
0.2622583692	417	0.1%
0.2652563402	343	0.1%
0.1596792335	322	0.1%
0.2653117485	306	0.1%
0.2665197754	244	0.1%
0.263143591	243	0.1%
0.1621445677	238	0.1%
0.162192106	234	0.1%
Other values (119821)	303781	98.8%

Value	Count	Frequency (%)
8.173616519 × 10^-8	1	< 0.1%
1.315955581 × 10^-6	1	< 0.1%
5.002108762 × 10^-6	1	< 0.1%
5.600337749 × 10^-6	1	< 0.1%
5.939650929 × 10^-6	1	< 0.1%

Value	Count	Frequency (%)
0.8549996664	26	< 0.1%
0.8217142128	1	< 0.1%
0.8213936274	1	< 0.1%
0.8206159442	1	< 0.1%
0.8206095061	1	< 0.1%

EXT_SOURCE_3
Real number (ℝ)

Distinct	814
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.5156949092

Minimum	0.0005272652387
Maximum	0.8960095495
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0.0005272652387
5-th percentile	0.1745642656
Q1	0.4170996683
median	0.5352762505
Q3	0.6363761711
95-th percentile	0.7776594426
Maximum	0.8960095495
Range	0.8954822843
Interquartile range (IQR)	0.2192765028

Descriptive statistics

Standard deviation	0.1747357171
Coefficient of variation (CV)	0.338835451
Kurtosis	-0.04869212166
Mean	0.5156949092
Median Absolute Deviation (MAD)	0.1077493136
Skewness	-0.5376966969
Sum	158581.8572
Variance	0.03053257083
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.5352762505	61751	20.1%
0.7463002131	1460	0.5%
0.7136313997	1315	0.4%
0.6940926425	1276	0.4%
0.6706517531	1191	0.4%
0.652896552	1154	0.4%
0.5814837058	1141	0.4%
0.6894791426	1138	0.4%
0.5954562029	1136	0.4%
0.5549467685	1132	0.4%
Other values (804)	234817	76.4%

Value	Count	Frequency (%)
0.0005272652387	886	0.3%
0.01134571943	1	< 0.1%
0.01271592386	1	< 0.1%
0.01394846558	1	< 0.1%
0.01414826552	1	< 0.1%

Value	Count	Frequency (%)
0.8960095495	1	< 0.1%
0.8939760746	2	< 0.1%
0.8876642018	1	< 0.1%
0.8854883942	3	< 0.1%
0.8825303128	26	< 0.1%

APARTMENTS_AVG
Real number (ℝ)

Distinct	2339
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.1022965266

Minimum	0
Maximum	1
Zeros	751
Zeros (%)	0.2%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0.0165
Q1	0.0876
median	0.0876
Q3	0.0876
95-th percentile	0.2392
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.07741245073
Coefficient of variation (CV)	0.7567456421
Kurtosis	27.1004936
Mean	0.1022965266
Median Absolute Deviation (MAD)	0
Skewness	4.121980685
Sum	31457.3072
Variance	0.005992687527
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0876	156580	50.9%
0.0825	6663	2.2%
0.0619	6332	2.1%
0.0928	4404	1.4%
0.0722	3986	1.3%
0.0082	3507	1.1%
0.0165	3027	1.0%
0.1031	2892	0.9%
0.1485	2769	0.9%
0.0124	2721	0.9%
Other values (2329)	114630	37.3%

Value	Count	Frequency (%)
0	751	0.2%
0.001	197	0.1%
0.0014	1	< 0.1%
0.0015	6	< 0.1%
0.0017	1	< 0.1%

Value	Count	Frequency (%)
1	147	< 0.1%
0.9907	2	< 0.1%
0.9897	1	< 0.1%
0.9876	7	< 0.1%
0.9814	9	< 0.1%

BASEMENTAREA_AVG
Real number (ℝ)

Zeros

Distinct	3780
Distinct (%)	1.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.08133708355

Minimum	0
Maximum	1
Zeros	14745
Zeros (%)	4.8%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0.0018
Q1	0.0763
median	0.0763
Q3	0.0763
95-th percentile	0.1565
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.0534326937
Coefficient of variation (CV)	0.6569290583
Kurtosis	67.99396869
Mean	0.08133708355
Median Absolute Deviation (MAD)	0
Skewness	5.827628863
Sum	25012.0479
Variance	0.002855052756
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0763	180028	58.5%
0	14745	4.8%
0.0818	251	0.1%
0.0545	251	0.1%
0.0727	248	0.1%
0.1091	246	0.1%
0.0796	245	0.1%
0.08	239	0.1%
0.0805	230	0.1%
0.0764	220	0.1%
Other values (3770)	110808	36.0%

Value	Count	Frequency (%)
0	14745	4.8%
0.0001	99	< 0.1%
0.0002	38	< 0.1%
0.0003	8	< 0.1%
0.0004	33	< 0.1%

Value	Count	Frequency (%)
1	130	< 0.1%
0.9945	1	< 0.1%
0.9694	2	< 0.1%
0.9682	1	< 0.1%
0.9677	1	< 0.1%

YEARS_BEGINEXPLUATATION_AVG
Real number (ℝ)

Skewed

Distinct	285
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.9796203137

Minimum	0
Maximum	1
Zeros	514
Zeros (%)	0.2%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0.9722
Q1	0.9816
median	0.9816
Q3	0.9821
95-th percentile	0.9911
Maximum	1
Range	1
Interquartile range (IQR)	0.0005

Descriptive statistics

Standard deviation	0.0424285527
Coefficient of variation (CV)	0.04331122181
Kurtosis	489.2114033
Mean	0.9796203137
Median Absolute Deviation (MAD)	0
Skewness	-21.74476589
Sum	301244.0223
Variance	0.001800182084
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.9816	153989	50.1%
0.9871	4311	1.4%
0.9856	4189	1.4%
0.9861	4171	1.4%
0.9801	4123	1.3%
0.9866	4114	1.3%
0.9851	4096	1.3%
0.9806	4096	1.3%
0.9811	3986	1.3%
0.9831	3970	1.3%
Other values (275)	116466	37.9%

Value	Count	Frequency (%)
0	514	0.2%
0.0179	1	< 0.1%
0.0447	1	< 0.1%
0.0969	1	< 0.1%
0.0974	1	< 0.1%

Value	Count	Frequency (%)
1	186	0.1%
0.9995	691	0.2%
0.999	906	0.3%
0.9985	1062	0.3%
0.998	1096	0.4%

YEARS_BUILD_AVG
Real number (ℝ)

Distinct	149
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.7542858694

Minimum	0
Maximum	1
Zeros	102
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0.6532
Q1	0.7552
median	0.7552
Q3	0.7552
95-th percentile	0.8504
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.06558010195
Coefficient of variation (CV)	0.08694329909
Kurtosis	19.25836716
Mean	0.7542858694
Median Absolute Deviation (MAD)	0
Skewness	-1.744864492
Sum	231951.202
Variance	0.004300749772
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.7552	207106	67.3%
0.8232	2999	1.0%
0.8164	2864	0.9%
0.8028	2848	0.9%
0.728	2802	0.9%
0.7348	2761	0.9%
0.8096	2755	0.9%
0.83	2738	0.9%
0.796	2734	0.9%
0.7484	2731	0.9%
Other values (139)	75173	24.4%

Value	Count	Frequency (%)
0	102	< 0.1%
0.0004	2	< 0.1%
0.0072	4	< 0.1%
0.014	3	< 0.1%
0.0208	1	< 0.1%

Value	Count	Frequency (%)
1	173	0.1%
0.9932	478	0.2%
0.9864	661	0.2%
0.9796	786	0.3%
0.9728	813	0.3%

COMMONAREA_AVG
Real number (ℝ)

Zeros

Distinct	3181
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.02818625122

Minimum	0
Maximum	1
Zeros	8442
Zeros (%)	2.7%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0.0038
Q1	0.0211
median	0.0211
Q3	0.0211
95-th percentile	0.0727
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.0431075329
Coefficient of variation (CV)	1.529381561
Kurtosis	154.4375736
Mean	0.02818625122
Median Absolute Deviation (MAD)	0
Skewness	10.10817986
Sum	8667.5823
Variance	0.001858259393
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0211	214971	69.9%
0	8442	2.7%
0.0079	544	0.2%
0.0078	475	0.2%
0.008	446	0.1%
0.0077	414	0.1%
0.0086	365	0.1%
0.0014	345	0.1%
0.007	343	0.1%
0.0013	317	0.1%
Other values (3171)	80849	26.3%

Value	Count	Frequency (%)
0	8442	2.7%
0.0001	45	< 0.1%
0.0002	67	< 0.1%
0.0003	84	< 0.1%
0.0004	62	< 0.1%

Value	Count	Frequency (%)
1	92	< 0.1%
0.9937	2	< 0.1%
0.9906	2	< 0.1%
0.9833	1	< 0.1%
0.9601	1	< 0.1%

ELEVATORS_AVG
Real number (ℝ)

Zeros

Distinct	257
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.03686885998

Minimum	0
Maximum	1
Zeros	249609
Zeros (%)	81.2%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0.24
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.1000478357
Coefficient of variation (CV)	2.713613488
Kurtosis	19.20366483
Mean	0.03686885998
Median Absolute Deviation (MAD)	0
Skewness	3.846930124
Sum	11337.58
Variance	0.01000956943
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	249609	81.2%
0.08	9886	3.2%
0.16	8806	2.9%
0.24	6071	2.0%
0.12	5593	1.8%
0.04	4585	1.5%
0.2	4072	1.3%
0.32	2788	0.9%
0.28	2272	0.7%
0.4	1532	0.5%
Other values (247)	12297	4.0%

Value	Count	Frequency (%)
0	249609	81.2%
0.002	1	< 0.1%
0.0024	1	< 0.1%
0.0048	3	< 0.1%
0.0064	5	< 0.1%

Value	Count	Frequency (%)
1	158	0.1%
0.96	81	< 0.1%
0.9332	2	< 0.1%
0.92	20	< 0.1%
0.9	6	< 0.1%

ENTRANCES_AVG
Real number (ℝ)

Distinct	285
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.1437710944

Minimum	0
Maximum	1
Zeros	323
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0.0345
Q1	0.1379
median	0.1379
Q3	0.1379
95-th percentile	0.2759
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.07074560014
Coefficient of variation (CV)	0.4920710971
Kurtosis	27.1586059
Mean	0.1437710944
Median Absolute Deviation (MAD)	0
Skewness	3.620689997
Sum	44211.193
Variance	0.005004939939
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.1379	188835	61.4%
0.069	22956	7.5%
0.1034	19533	6.4%
0.2069	19062	6.2%
0.0345	15380	5.0%
0.1724	9185	3.0%
0.2759	7895	2.6%
0.2414	4165	1.4%
0.3448	2066	0.7%
0.3103	2049	0.7%
Other values (275)	16385	5.3%

Value	Count	Frequency (%)
0	323	0.1%
0.0055	1	< 0.1%
0.0086	2	< 0.1%
0.0114	1	< 0.1%
0.0172	7	< 0.1%

Value	Count	Frequency (%)
1	153	< 0.1%
0.9655	25	< 0.1%
0.931	21	< 0.1%
0.8966	52	< 0.1%
0.8621	14	< 0.1%

FLOORSMAX_AVG
Real number (ℝ)

Distinct	403
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.1966334606

Minimum	0
Maximum	1
Zeros	2938
Zeros (%)	1.0%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0.0417
Q1	0.1667
median	0.1667
Q3	0.1667
95-th percentile	0.375
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.1067612007
Coefficient of variation (CV)	0.5429452362
Kurtosis	8.329744876
Mean	0.1966334606
Median Absolute Deviation (MAD)	0
Skewness	2.300269688
Sum	60466.9521
Variance	0.01139795398
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.1667	214895	69.9%
0.3333	31909	10.4%
0.0417	14600	4.7%
0.375	7926	2.6%
0.125	6974	2.3%
0.0833	6586	2.1%
0	2938	1.0%
0.4583	2828	0.9%
0.625	1915	0.6%
0.5417	1685	0.5%
Other values (393)	15255	5.0%

Value	Count	Frequency (%)
0	2938	1.0%
0.0067	1	< 0.1%
0.0083	3	< 0.1%
0.01	4	< 0.1%
0.0104	5	< 0.1%

Value	Count	Frequency (%)
1	167	0.1%
0.9792	1	< 0.1%
0.9583	83	< 0.1%
0.9479	2	< 0.1%
0.9375	4	< 0.1%

FLOORSMIN_AVG
Real number (ℝ)

Distinct	305
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.2158856337

Minimum	0
Maximum	1
Zeros	2320
Zeros (%)	0.8%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0.0417
Q1	0.2083
median	0.2083
Q3	0.2083
95-th percentile	0.375
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.09216694758
Coefficient of variation (CV)	0.4269248769
Kurtosis	11.43288466
Mean	0.2158856337
Median Absolute Deviation (MAD)	0
Skewness	2.16176346
Sum	66387.2071
Variance	0.008494746227
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.2083	241517	78.5%
0.375	17845	5.8%
0.0417	17776	5.8%
0.0833	5086	1.7%
0.4167	3961	1.3%
0.1667	3537	1.2%
0.125	3336	1.1%
0	2320	0.8%
0.5	1688	0.5%
0.6667	1194	0.4%
Other values (295)	9251	3.0%

Value	Count	Frequency (%)
0	2320	0.8%
0.0067	3	< 0.1%
0.0104	3	< 0.1%
0.0138	1	< 0.1%
0.0158	4	< 0.1%

Value	Count	Frequency (%)
1	141	< 0.1%
0.9792	5	< 0.1%
0.9583	10	< 0.1%
0.9408	2	< 0.1%
0.9304	1	< 0.1%

LANDAREA_AVG
Real number (ℝ)

Zeros

Distinct	3527
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.05550691422

Minimum	0
Maximum	1
Zeros	15600
Zeros (%)	5.1%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.0481
median	0.0481
Q3	0.0481
95-th percentile	0.1266
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.05251255146
Coefficient of variation (CV)	0.9460542383
Kurtosis	90.35473469
Mean	0.05550691422
Median Absolute Deviation (MAD)	0
Skewness	7.294944989
Sum	17068.9867
Variance	0.002757568061
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0481	182700	59.4%
0	15600	5.1%
0.0631	189	0.1%
0.0316	187	0.1%
0.0473	186	0.1%
0.0174	180	0.1%
0.0237	175	0.1%
0.0552	173	0.1%
0.0331	170	0.1%
0.0158	170	0.1%
Other values (3517)	107781	35.0%

Value	Count	Frequency (%)
0	15600	5.1%
0.0001	13	< 0.1%
0.0002	13	< 0.1%
0.0003	9	< 0.1%
0.0004	11	< 0.1%

Value	Count	Frequency (%)
1	135	< 0.1%
0.9829	10	< 0.1%
0.9777	3	< 0.1%
0.969	1	< 0.1%
0.9497	1	< 0.1%

LIVINGAPARTMENTS_AVG
Real number (ℝ)

Distinct	1868
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.08356656933

Minimum	0
Maximum	1
Zeros	418
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0.0336
Q1	0.0756
median	0.0756
Q3	0.0756
95-th percentile	0.1673
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.05337752382
Coefficient of variation (CV)	0.6387425528
Kurtosis	59.87917491
Mean	0.08356656933
Median Absolute Deviation (MAD)	0
Skewness	5.951298762
Sum	25697.6393
Variance	0.002849160049
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0756	212977	69.3%
0.0504	4272	1.4%
0.0672	4231	1.4%
0.0588	2586	0.8%
0.0841	1864	0.6%
0.121	1793	0.6%
0.0067	1695	0.6%
0.0605	1492	0.5%
0.1009	1456	0.5%
0.0134	1447	0.5%
Other values (1858)	73698	24.0%

Value	Count	Frequency (%)
0	418	0.1%
0.0008	117	< 0.1%
0.0013	1	< 0.1%
0.0017	250	0.1%
0.0021	2	< 0.1%

Value	Count	Frequency (%)
1	92	< 0.1%
0.9994	3	< 0.1%
0.9901	3	< 0.1%
0.9641	2	< 0.1%
0.949	4	< 0.1%

LIVINGAREA_AVG
Real number (ℝ)

Distinct	5199
Distinct (%)	1.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.09088590717

Minimum	0
Maximum	1
Zeros	284
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0.0144
Q1	0.0745
median	0.0745
Q3	0.0745
95-th percentile	0.2323
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.07974451033
Coefficient of variation (CV)	0.8774133726
Kurtosis	28.6043449
Mean	0.09088590717
Median Absolute Deviation (MAD)	0
Skewness	4.384472312
Sum	27948.4162
Variance	0.006359186928
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0745	154422	50.2%
0	284	0.1%
0.0512	243	0.1%
0.051	223	0.1%
0.0702	223	0.1%
0.0509	221	0.1%
0.0538	220	0.1%
0.0638	215	0.1%
0.0513	210	0.1%
0.0511	209	0.1%
Other values (5189)	151041	49.1%

Value	Count	Frequency (%)
0	284	0.1%
0.0001	4	< 0.1%
0.0002	8	< 0.1%
0.0003	10	< 0.1%
0.0004	14	< 0.1%

Value	Count	Frequency (%)
1	150	< 0.1%
0.9984	1	< 0.1%
0.9978	1	< 0.1%
0.9893	1	< 0.1%
0.986	1	< 0.1%

NONLIVINGAPARTMENTS_AVG
Real number (ℝ)

Skewed Zeros

Distinct	386
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.002692550185

Minimum	0
Maximum	1
Zeros	268063
Zeros (%)	87.2%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0.0116
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.02669972295
Coefficient of variation (CV)	9.916146817
Kurtosis	920.4662852
Mean	0.002692550185
Median Absolute Deviation (MAD)	0
Skewness	27.81539184
Sum	827.9888
Variance	0.0007128752056
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	268063	87.2%
0.0039	13606	4.4%
0.0077	6351	2.1%
0.0116	3714	1.2%
0.0154	2533	0.8%
0.0193	1673	0.5%
0.0019	1250	0.4%
0.0232	1195	0.4%
0.027	865	0.3%
0.0309	717	0.2%
Other values (376)	7544	2.5%

Value	Count	Frequency (%)
0	268063	87.2%
0.0002	1	< 0.1%
0.0003	5	< 0.1%
0.0004	25	< 0.1%
0.0005	6	< 0.1%

Value	Count	Frequency (%)
1	97	< 0.1%
0.9961	2	< 0.1%
0.9923	4	< 0.1%
0.9884	1	< 0.1%
0.973	3	< 0.1%

NONLIVINGAREA_AVG
Real number (ℝ)

Zeros

Distinct	3290
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.01469663362

Minimum	0
Maximum	1
Zeros	58735
Zeros (%)	19.1%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.0036
median	0.0036
Q3	0.0036
95-th percentile	0.0737
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.04814548059
Coefficient of variation (CV)	3.275952973
Kurtosis	139.8497524
Mean	0.01469663362
Median Absolute Deviation (MAD)	0
Skewness	9.650938792
Sum	4519.3765
Variance	0.002317987301
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0036	170081	55.3%
0	58735	19.1%
0.0012	546	0.2%
0.0044	454	0.1%
0.0022	440	0.1%
0.0031	415	0.1%
0.0011	405	0.1%
0.001	405	0.1%
0.003	397	0.1%
0.0024	395	0.1%
Other values (3280)	75238	24.5%

Value	Count	Frequency (%)
0	58735	19.1%
0.0001	163	0.1%
0.0002	107	< 0.1%
0.0003	95	< 0.1%
0.0004	162	0.1%

Value	Count	Frequency (%)
1	136	< 0.1%
0.9956	1	< 0.1%
0.9823	1	< 0.1%
0.9764	1	< 0.1%
0.9591	2	< 0.1%

APARTMENTS_MODE
Real number (ℝ)

Distinct	760
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.09888885276

Minimum	0
Maximum	1
Zeros	976
Zeros (%)	0.3%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0.0168
Q1	0.084
median	0.084
Q3	0.084
95-th percentile	0.229
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.07724090874
Coefficient of variation (CV)	0.7810881266
Kurtosis	27.80713812
Mean	0.09888885276
Median Absolute Deviation (MAD)	0
Skewness	4.205881702
Sum	30409.41
Variance	0.005966157983
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.084	163583	53.2%
0.063	7451	2.4%
0.0945	4757	1.5%
0.0735	4388	1.4%
0.0084	3970	1.3%
0.0168	3324	1.1%
0.105	3116	1.0%
0.1513	3039	1.0%
0.0126	3034	1.0%
0.0756	2973	1.0%
Other values (750)	107876	35.1%

Value	Count	Frequency (%)
0	976	0.3%
0.0011	285	0.1%
0.0021	1006	0.3%
0.0032	431	0.1%
0.0042	1069	0.3%

Value	Count	Frequency (%)
1	150	< 0.1%
0.9989	1	< 0.1%
0.9947	1	< 0.1%
0.9884	1	< 0.1%
0.9853	1	< 0.1%

BASEMENTAREA_MODE
Real number (ℝ)

Zeros

Distinct	3841
Distinct (%)	1.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.07996936793

Minimum	0
Maximum	1
Zeros	16598
Zeros (%)	5.4%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.0746
median	0.0746
Q3	0.0746
95-th percentile	0.1578
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.05467371107
Coefficient of variation (CV)	0.6836831714
Kurtosis	64.38447521
Mean	0.07996936793
Median Absolute Deviation (MAD)	0
Skewness	5.705940034
Sum	24591.4603
Variance	0.002989214683
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0746	180035	58.5%
0	16598	5.4%
0.0566	269	0.1%
0.0849	265	0.1%
0.0642	253	0.1%
0.083	251	0.1%
0.1132	243	0.1%
0.0792	241	0.1%
0.0826	238	0.1%
0.0679	222	0.1%
Other values (3831)	108896	35.4%

Value	Count	Frequency (%)
0	16598	5.4%
0.0001	105	< 0.1%
0.0002	41	< 0.1%
0.0003	10	< 0.1%
0.0004	33	< 0.1%

Value	Count	Frequency (%)
1	133	< 0.1%
0.991	2	< 0.1%
0.9842	2	< 0.1%
0.9787	4	< 0.1%
0.9578	1	< 0.1%

YEARS_BEGINEXPLUATATION_MODE
Real number (ℝ)

Skewed

Distinct	221
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.9792774102

Minimum	0
Maximum	1
Zeros	142
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0.9722
Q1	0.9811
median	0.9816
Q3	0.9816
95-th percentile	0.9906
Maximum	1
Range	1
Interquartile range (IQR)	0.0005

Descriptive statistics

Standard deviation	0.04627046504
Coefficient of variation (CV)	0.0472495991
Kurtosis	434.1615313
Mean	0.9792774102
Median Absolute Deviation (MAD)	0
Skewness	-20.68616897
Sum	301138.5757
Variance	0.002140955935
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.9816	153983	50.1%
0.9871	4291	1.4%
0.9866	4173	1.4%
0.9861	4167	1.4%
0.9801	4110	1.3%
0.9806	4083	1.3%
0.9856	4075	1.3%
0.9851	4016	1.3%
0.9796	3974	1.3%
0.9791	3935	1.3%
Other values (211)	116704	38.0%

Value	Count	Frequency (%)
0	142	< 0.1%
0.0005	525	0.2%
0.0184	1	< 0.1%
0.0452	1	< 0.1%
0.0973	1	< 0.1%

Value	Count	Frequency (%)
1	211	0.1%
0.9995	702	0.2%
0.999	915	0.3%
0.9985	1053	0.3%
0.998	1065	0.3%

YEARS_BUILD_MODE
Real number (ℝ)

Distinct	154
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.7630703887

Minimum	0
Maximum	1
Zeros	103
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0.6602
Q1	0.7648
median	0.7648
Q3	0.7648
95-th percentile	0.8563
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.06377983392
Coefficient of variation (CV)	0.08358315938
Kurtosis	20.49726102
Mean	0.7630703887
Median Absolute Deviation (MAD)	0
Skewness	-1.889139715
Sum	234652.5383
Variance	0.004067867215
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.7648	207013	67.3%
0.8301	2960	1.0%
0.8236	2879	0.9%
0.7387	2789	0.9%
0.8171	2763	0.9%
0.8105	2755	0.9%
0.7452	2737	0.9%
0.8367	2711	0.9%
0.804	2707	0.9%
0.7583	2704	0.9%
Other values (144)	75493	24.5%

Value	Count	Frequency (%)
0	103	< 0.1%
0.0003	3	< 0.1%
0.0134	2	< 0.1%
0.0199	2	< 0.1%
0.0265	2	< 0.1%

Value	Count	Frequency (%)
1	183	0.1%
0.9935	487	0.2%
0.9869	653	0.2%
0.9804	791	0.3%
0.9739	779	0.3%

COMMONAREA_MODE
Real number (ℝ)

Zeros

Distinct	3128
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.02609601933

Minimum	0
Maximum	1
Zeros	9690
Zeros (%)	3.2%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0.0029
Q1	0.019
median	0.019
Q3	0.019
95-th percentile	0.0695
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.04226631245
Coefficient of variation (CV)	1.619645967
Kurtosis	162.6301843
Mean	0.02609601933
Median Absolute Deviation (MAD)	0
Skewness	10.35860244
Sum	8024.813
Variance	0.001786441168
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.019	214993	69.9%
0	9690	3.2%
0.008	546	0.2%
0.0079	543	0.2%
0.0078	518	0.2%
0.0081	416	0.1%
0.0087	397	0.1%
0.0014	394	0.1%
0.007	363	0.1%
0.0071	341	0.1%
Other values (3118)	79310	25.8%

Value	Count	Frequency (%)
0	9690	3.2%
0.0001	60	< 0.1%
0.0002	52	< 0.1%
0.0003	68	< 0.1%
0.0004	63	< 0.1%

Value	Count	Frequency (%)
1	89	< 0.1%
0.9997	2	< 0.1%
0.9923	1	< 0.1%
0.9689	1	< 0.1%
0.9639	1	< 0.1%

ELEVATORS_MODE
Real number (ℝ)

Zeros

Distinct	26
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.03478970151

Minimum	0
Maximum	1
Zeros	253389
Zeros (%)	82.4%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0.2417
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.09772639303
Coefficient of variation (CV)	2.809060981
Kurtosis	20.83874137
Mean	0.03478970151
Median Absolute Deviation (MAD)	0
Skewness	4.004276973
Sum	10698.2159
Variance	0.009550447895
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=26)

Value	Count	Frequency (%)
0	253389	82.4%
0.0806	11629	3.8%
0.1611	9675	3.1%
0.2417	6379	2.1%
0.1208	5734	1.9%
0.0403	4876	1.6%
0.2014	3962	1.3%
0.3222	2887	0.9%
0.282	2135	0.7%
0.4028	1554	0.5%
Other values (16)	5291	1.7%

Value	Count	Frequency (%)
0	253389	82.4%
0.0403	4876	1.6%
0.0806	11629	3.8%
0.1208	5734	1.9%
0.1611	9675	3.1%

Value	Count	Frequency (%)
1	144	< 0.1%
0.9667	87	< 0.1%
0.9264	20	< 0.1%
0.8862	66	< 0.1%
0.8459	34	< 0.1%

ENTRANCES_MODE
Real number (ℝ)

Distinct	30
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.1415208949

Minimum	0
Maximum	1
Zeros	387
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0.0345
Q1	0.1379
median	0.1379
Q3	0.1379
95-th percentile	0.2759
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.07124530071
Coefficient of variation (CV)	0.503426019
Kurtosis	26.60823875
Mean	0.1415208949
Median Absolute Deviation (MAD)	0
Skewness	3.536007776
Sum	43519.2319
Variance	0.005075892874
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=30)

Value	Count	Frequency (%)
0.1379	190869	62.1%
0.069	26704	8.7%
0.1034	20533	6.7%
0.2069	19678	6.4%
0.0345	19428	6.3%
0.1724	8986	2.9%
0.2759	8036	2.6%
0.2414	4013	1.3%
0.3448	2046	0.7%
0.3103	2014	0.7%
Other values (20)	5204	1.7%

Value	Count	Frequency (%)
0	387	0.1%
0.0345	19428	6.3%
0.069	26704	8.7%
0.1034	20533	6.7%
0.1379	190869	62.1%

Value	Count	Frequency (%)
1	152	< 0.1%
0.9655	25	< 0.1%
0.931	21	< 0.1%
0.8966	52	< 0.1%
0.8621	14	< 0.1%

FLOORSMAX_MODE
Real number (ℝ)

Zeros

Distinct	25
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.1946405429

Minimum	0
Maximum	1
Zeros	3415
Zeros (%)	1.1%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0.0417
Q1	0.1667
median	0.1667
Q3	0.1667
95-th percentile	0.375
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.1055878905
Coefficient of variation (CV)	0.5424763459
Kurtosis	8.583989219
Mean	0.1946405429
Median Absolute Deviation (MAD)	0
Skewness	2.307720857
Sum	59854.108
Variance	0.01114880262
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=25)

Value	Count	Frequency (%)
0.1667	218570	71.1%
0.3333	34373	11.2%
0.0417	15616	5.1%
0.375	8321	2.7%
0.125	7267	2.4%
0.0833	6785	2.2%
0	3415	1.1%
0.4583	3216	1.0%
0.625	2075	0.7%
0.5417	1836	0.6%
Other values (15)	6037	2.0%

Value	Count	Frequency (%)
0	3415	1.1%
0.0417	15616	5.1%
0.0833	6785	2.2%
0.125	7267	2.4%
0.1667	218570	71.1%

Value	Count	Frequency (%)
1	164	0.1%
0.9583	94	< 0.1%
0.9167	38	< 0.1%
0.875	229	0.1%
0.8333	22	< 0.1%

FLOORSMIN_MODE
Real number (ℝ)

Distinct	25
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.2146526261

Minimum	0
Maximum	1
Zeros	2517
Zeros (%)	0.8%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0.0417
Q1	0.2083
median	0.2083
Q3	0.2083
95-th percentile	0.375
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.09184558255
Coefficient of variation (CV)	0.4278800787
Kurtosis	11.37323608
Mean	0.2146526261
Median Absolute Deviation (MAD)	0
Skewness	2.108366567
Sum	66008.0437
Variance	0.008435611034
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=25)

Value	Count	Frequency (%)
0.2083	243045	79.0%
0.375	19042	6.2%
0.0417	18917	6.2%
0.0833	5349	1.7%
0.4167	4105	1.3%
0.1667	3636	1.2%
0.125	3170	1.0%
0	2517	0.8%
0.5	1889	0.6%
0.6667	1264	0.4%
Other values (15)	4577	1.5%

Value	Count	Frequency (%)
0	2517	0.8%
0.0417	18917	6.2%
0.0833	5349	1.7%
0.125	3170	1.0%
0.1667	3636	1.2%

Value	Count	Frequency (%)
1	141	< 0.1%
0.9583	17	< 0.1%
0.9167	131	< 0.1%
0.875	9	< 0.1%
0.8333	22	< 0.1%

LANDAREA_MODE
Real number (ℝ)

Zeros

Distinct	3563
Distinct (%)	1.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0535824764

Minimum	0
Maximum	1
Zeros	17453
Zeros (%)	5.7%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.0458
median	0.0458
Q3	0.0458
95-th percentile	0.12645
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.05294724856
Coefficient of variation (CV)	0.9881448585
Kurtosis	86.6332682
Mean	0.0535824764
Median Absolute Deviation (MAD)	0
Skewness	7.170948134
Sum	16477.2009
Variance	0.00280341113
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0458	182684	59.4%
0	17453	5.7%
0.0194	208	0.1%
0.0645	193	0.1%
0.0484	192	0.1%
0.0323	188	0.1%
0.0147	178	0.1%
0.0111	175	0.1%
0.0144	175	0.1%
0.0258	173	0.1%
Other values (3553)	105892	34.4%

Value	Count	Frequency (%)
0	17453	5.7%
0.0001	24	< 0.1%
0.0002	14	< 0.1%
0.0003	6	< 0.1%
0.0004	14	< 0.1%

Value	Count	Frequency (%)
1	129	< 0.1%
0.9911	1	< 0.1%
0.9714	1	< 0.1%
0.9665	2	< 0.1%
0.9587	3	< 0.1%

LIVINGAPARTMENTS_MODE
Real number (ℝ)

Distinct	736
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.08613303329

Minimum	0
Maximum	1
Zeros	519
Zeros (%)	0.2%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0.0331
Q1	0.0771
median	0.0771
Q3	0.0771
95-th percentile	0.1736
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.05663929584
Coefficient of variation (CV)	0.6575792548
Kurtosis	52.82388401
Mean	0.08613303329
Median Absolute Deviation (MAD)	0
Skewness	5.727419652
Sum	26486.8552
Variance	0.003208009833
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0771	210689	68.5%
0.0551	4931	1.6%
0.0735	4797	1.6%
0.0826	2966	1.0%
0.0643	2853	0.9%
0.0918	2069	0.7%
0.1322	1972	0.6%
0.0661	1930	0.6%
0.0073	1883	0.6%
0.0147	1585	0.5%
Other values (726)	71836	23.4%

Value	Count	Frequency (%)
0	519	0.2%
0.0009	156	0.1%
0.0018	295	0.1%
0.0028	146	< 0.1%
0.0037	413	0.1%

Value	Count	Frequency (%)
1	94	< 0.1%
0.9826	1	< 0.1%
0.9816	2	< 0.1%
0.978	1	< 0.1%
0.9761	1	< 0.1%

LIVINGAREA_MODE
Real number (ℝ)

Distinct	5301
Distinct (%)	1.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.08947396906

Minimum	0
Maximum	1
Zeros	444
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0.0134
Q1	0.0731
median	0.0731
Q3	0.0731
95-th percentile	0.2333
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.08062671084
Coefficient of variation (CV)	0.9011191935
Kurtosis	28.91301484
Mean	0.08947396906
Median Absolute Deviation (MAD)	0
Skewness	4.447489937
Sum	27514.2297
Variance	0.006500666501
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0731	154569	50.3%
0	444	0.1%
0.053	272	0.1%
0.0532	262	0.1%
0.0529	249	0.1%
0.0533	242	0.1%
0.0561	224	0.1%
0.0656	224	0.1%
0.0734	223	0.1%
0.0536	222	0.1%
Other values (5291)	150580	49.0%

Value	Count	Frequency (%)
0	444	0.1%
0.0001	7	< 0.1%
0.0002	7	< 0.1%
0.0003	16	< 0.1%
0.0004	24	< 0.1%

Value	Count	Frequency (%)
1	150	< 0.1%
0.995	3	< 0.1%
0.9922	13	< 0.1%
0.9886	2	< 0.1%
0.9868	1	< 0.1%

NONLIVINGAPARTMENTS_MODE
Real number (ℝ)

Skewed Zeros

Distinct	167
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.002468712339

Minimum	0
Maximum	1
Zeros	272769
Zeros (%)	88.7%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0.0078
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.02585401013
Coefficient of variation (CV)	10.4726702
Kurtosis	1003.102409
Mean	0.002468712339
Median Absolute Deviation (MAD)	0
Skewness	29.12609052
Sum	759.1562
Variance	0.0006684298399
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	272769	88.7%
0.0039	14105	4.6%
0.0078	6413	2.1%
0.0117	3675	1.2%
0.0156	2492	0.8%
0.0195	1653	0.5%
0.0233	1177	0.4%
0.0272	840	0.3%
0.0311	711	0.2%
0.035	527	0.2%
Other values (157)	3149	1.0%

Value	Count	Frequency (%)
0	272769	88.7%
0.0039	14105	4.6%
0.0078	6413	2.1%
0.0117	3675	1.2%
0.0156	2492	0.8%

Value	Count	Frequency (%)
1	100	< 0.1%
0.9961	1	< 0.1%
0.9805	3	< 0.1%
0.965	2	< 0.1%
0.9533	2	< 0.1%

NONLIVINGAREA_MODE
Real number (ℝ)

Zeros

Distinct	3327
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.01271860031

Minimum	0
Maximum	1
Zeros	67126
Zeros (%)	21.8%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.0011
median	0.0011
Q3	0.0011
95-th percentile	0.071
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.04876843405
Coefficient of variation (CV)	3.834418321
Kurtosis	135.8181434
Mean	0.01271860031
Median Absolute Deviation (MAD)	0
Skewness	9.561626269
Sum	3911.1095
Variance	0.002378360159
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0011	170159	55.3%
0	67126	21.8%
0.0046	466	0.2%
0.0033	430	0.1%
0.0012	427	0.1%
0.0023	426	0.1%
0.0013	410	0.1%
0.003	370	0.1%
0.0055	363	0.1%
0.0037	357	0.1%
Other values (3317)	66977	21.8%

Value	Count	Frequency (%)
0	67126	21.8%
0.0001	123	< 0.1%
0.0002	125	< 0.1%
0.0003	61	< 0.1%
0.0004	90	< 0.1%

Value	Count	Frequency (%)
1	135	< 0.1%
0.9878	1	< 0.1%
0.9852	1	< 0.1%
0.984	5	< 0.1%
0.9752	1	< 0.1%

APARTMENTS_MEDI
Real number (ℝ)

Distinct	1148
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.1018891711

Minimum	0
Maximum	1
Zeros	771
Zeros (%)	0.3%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0.0167
Q1	0.0864
median	0.0864
Q3	0.0864
95-th percentile	0.2405
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.07814587095
Coefficient of variation (CV)	0.7669693461
Kurtosis	26.75325955
Mean	0.1018891711
Median Absolute Deviation (MAD)	0
Skewness	4.122884523
Sum	31332.0409
Variance	0.006106777146
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0864	156448	50.9%
0.0833	7109	2.3%
0.0625	6687	2.2%
0.0937	4622	1.5%
0.0729	4211	1.4%
0.0083	3562	1.2%
0.0167	3098	1.0%
0.1041	3097	1.0%
0.1499	2992	1.0%
0.0125	2801	0.9%
Other values (1138)	112884	36.7%

Value	Count	Frequency (%)
0	771	0.3%
0.001	199	0.1%
0.0016	6	< 0.1%
0.0021	808	0.3%
0.0026	13	< 0.1%

Value	Count	Frequency (%)
1	142	< 0.1%
0.9993	1	< 0.1%
0.9972	7	< 0.1%
0.991	9	< 0.1%
0.9899	1	< 0.1%

BASEMENTAREA_MEDI
Real number (ℝ)

Zeros

Distinct	3772
Distinct (%)	1.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.08084232532

Minimum	0
Maximum	1
Zeros	14991
Zeros (%)	4.9%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0.0011
Q1	0.0758
median	0.0758
Q3	0.0758
95-th percentile	0.1557
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.05326736686
Coefficient of variation (CV)	0.6589044372
Kurtosis	67.74537422
Mean	0.08084232532
Median Absolute Deviation (MAD)	0
Skewness	5.808158757
Sum	24859.9043
Variance	0.002837412372
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0758	180030	58.5%
0	14991	4.9%
0.0818	271	0.1%
0.1091	266	0.1%
0.0545	265	0.1%
0.0727	248	0.1%
0.0796	246	0.1%
0.08	240	0.1%
0.0805	234	0.1%
0.0655	221	0.1%
Other values (3762)	110499	35.9%

Value	Count	Frequency (%)
0	14991	4.9%
0.0001	106	< 0.1%
0.0002	39	< 0.1%
0.0003	8	< 0.1%
0.0004	31	< 0.1%

Value	Count	Frequency (%)
1	130	< 0.1%
0.9945	1	< 0.1%
0.9694	2	< 0.1%
0.9682	1	< 0.1%
0.9677	1	< 0.1%

YEARS_BEGINEXPLUATATION_MEDI
Real number (ℝ)

Skewed

Distinct	245
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.9796292289

Minimum	0
Maximum	1
Zeros	548
Zeros (%)	0.2%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0.9722
Q1	0.9816
median	0.9816
Q3	0.9821
95-th percentile	0.9911
Maximum	1
Range	1
Interquartile range (IQR)	0.0005

Descriptive statistics

Standard deviation	0.04291003388
Coefficient of variation (CV)	0.04380232093
Kurtosis	489.656571
Mean	0.9796292289
Median Absolute Deviation (MAD)	0
Skewness	-21.82538695
Sum	301246.7638
Variance	0.001841271008
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.9816	153937	50.1%
0.9871	4314	1.4%
0.9861	4247	1.4%
0.9856	4199	1.4%
0.9866	4138	1.3%
0.9801	4115	1.3%
0.9806	4069	1.3%
0.9851	4032	1.3%
0.9796	3963	1.3%
0.9876	3948	1.3%
Other values (235)	116549	37.9%

Value	Count	Frequency (%)
0	548	0.2%
0.0179	1	< 0.1%
0.0447	1	< 0.1%
0.0969	1	< 0.1%
0.0974	1	< 0.1%

Value	Count	Frequency (%)
1	206	0.1%
0.9995	717	0.2%
0.999	926	0.3%
0.9985	1073	0.3%
0.998	1114	0.4%

YEARS_BUILD_MEDI
Real number (ℝ)

Distinct	151
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.7575774402

Minimum	0
Maximum	1
Zeros	101
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0.6578
Q1	0.7585
median	0.7585
Q3	0.7585
95-th percentile	0.8524
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.06487802313
Coefficient of variation (CV)	0.08563880033
Kurtosis	19.46756355
Mean	0.7575774402
Median Absolute Deviation (MAD)	0
Skewness	-1.747012057
Sum	232963.3962
Variance	0.004209157885
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.7585	207066	67.3%
0.8256	2994	1.0%
0.8189	2883	0.9%
0.8054	2842	0.9%
0.7316	2799	0.9%
0.8121	2784	0.9%
0.8323	2740	0.9%
0.7383	2739	0.9%
0.7987	2700	0.9%
0.7518	2687	0.9%
Other values (141)	75277	24.5%

Value	Count	Frequency (%)
0	101	< 0.1%
0.0003	2	< 0.1%
0.0071	1	< 0.1%
0.0138	2	< 0.1%
0.0205	3	< 0.1%

Value	Count	Frequency (%)
1	182	0.1%
0.9933	494	0.2%
0.9866	665	0.2%
0.9799	802	0.3%
0.9732	819	0.3%

COMMONAREA_MEDI
Real number (ℝ)

Zeros

Distinct	3202
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.02796891753

Minimum	0
Maximum	1
Zeros	8691
Zeros (%)	2.8%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0.0036
Q1	0.0208
median	0.0208
Q3	0.0208
95-th percentile	0.0726
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.04319684825
Coefficient of variation (CV)	1.544459066
Kurtosis	151.9863514
Mean	0.02796891753
Median Absolute Deviation (MAD)	0
Skewness	10.037227
Sum	8600.7498
Variance	0.001865967699
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0208	214944	69.9%
0	8691	2.8%
0.0079	581	0.2%
0.008	486	0.2%
0.0078	481	0.2%
0.0014	377	0.1%
0.0086	376	0.1%
0.0081	337	0.1%
0.0071	336	0.1%
0.0087	309	0.1%
Other values (3192)	80593	26.2%

Value	Count	Frequency (%)
0	8691	2.8%
0.0001	57	< 0.1%
0.0002	49	< 0.1%
0.0003	73	< 0.1%
0.0004	63	< 0.1%

Value	Count	Frequency (%)
1	90	< 0.1%
0.9969	2	< 0.1%
0.9896	1	< 0.1%
0.9662	1	< 0.1%
0.9613	1	< 0.1%

ELEVATORS_MEDI
Real number (ℝ)

Zeros

Distinct	46
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.03646549229

Minimum	0
Maximum	1
Zeros	250917
Zeros (%)	81.6%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0.24
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.09981049886
Coefficient of variation (CV)	2.737121936
Kurtosis	19.45695325
Mean	0.03646549229
Median Absolute Deviation (MAD)	0
Skewness	3.874946917
Sum	11213.54
Variance	0.009962135682
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=46)

Value	Count	Frequency (%)
0	250917	81.6%
0.08	10832	3.5%
0.16	9278	3.0%
0.24	6392	2.1%
0.12	5946	1.9%
0.04	4852	1.6%
0.2	4162	1.4%
0.32	2937	1.0%
0.28	2317	0.8%
0.4	1604	0.5%
Other values (36)	8274	2.7%

Value	Count	Frequency (%)
0	250917	81.6%
0.02	368	0.1%
0.04	4852	1.6%
0.06	388	0.1%
0.08	10832	3.5%

Value	Count	Frequency (%)
1	158	0.1%
0.96	81	< 0.1%
0.92	20	< 0.1%
0.9	6	< 0.1%
0.88	68	< 0.1%

ENTRANCES_MEDI
Real number (ℝ)

Distinct	46
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.143516935

Minimum	0
Maximum	1
Zeros	329
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0.0345
Q1	0.1379
median	0.1379
Q3	0.1379
95-th percentile	0.2759
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.07094892437
Coefficient of variation (CV)	0.4943592501
Kurtosis	26.89797464
Mean	0.143516935
Median Absolute Deviation (MAD)	0
Skewness	3.595622257
Sum	44133.0362
Variance	0.005033749869
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=46)

Value	Count	Frequency (%)
0.1379	190363	61.9%
0.069	24193	7.9%
0.1034	20492	6.7%
0.2069	19750	6.4%
0.0345	16150	5.3%
0.1724	9566	3.1%
0.2759	8048	2.6%
0.2414	4318	1.4%
0.3448	2108	0.7%
0.3103	2086	0.7%
Other values (36)	10437	3.4%

Value	Count	Frequency (%)
0	329	0.1%
0.0172	7	< 0.1%
0.0345	16150	5.3%
0.0517	611	0.2%
0.069	24193	7.9%

Value	Count	Frequency (%)
1	153	< 0.1%
0.9655	25	< 0.1%
0.931	21	< 0.1%
0.8966	52	< 0.1%
0.8621	14	< 0.1%

FLOORSMAX_MEDI
Real number (ℝ)

Distinct	49
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.1964398805

Minimum	0
Maximum	1
Zeros	2995
Zeros (%)	1.0%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0.0417
Q1	0.1667
median	0.1667
Q3	0.1667
95-th percentile	0.375
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.106997956
Coefficient of variation (CV)	0.5446855075
Kurtosis	8.418598341
Mean	0.1964398805
Median Absolute Deviation (MAD)	0
Skewness	2.315270355
Sum	60407.4241
Variance	0.01144856259
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=49)

Value	Count	Frequency (%)
0.1667	216627	70.4%
0.3333	33279	10.8%
0.0417	14832	4.8%
0.375	8207	2.7%
0.125	7079	2.3%
0.0833	6657	2.2%
0.4583	3089	1.0%
0	2995	1.0%
0.625	2042	0.7%
0.5417	1860	0.6%
Other values (39)	10844	3.5%

Value	Count	Frequency (%)
0	2995	1.0%
0.0208	126	< 0.1%
0.0417	14832	4.8%
0.0625	132	< 0.1%
0.0833	6657	2.2%

Value	Count	Frequency (%)
1	170	0.1%
0.9792	1	< 0.1%
0.9583	95	< 0.1%
0.9375	4	< 0.1%
0.9167	37	< 0.1%

FLOORSMIN_MEDI
Real number (ℝ)

Distinct	47
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.2157992872

Minimum	0
Maximum	1
Zeros	2351
Zeros (%)	0.8%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0.0417
Q1	0.2083
median	0.2083
Q3	0.2083
95-th percentile	0.375
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.09246354756
Coefficient of variation (CV)	0.428470125
Kurtosis	11.4551164
Mean	0.2157992872
Median Absolute Deviation (MAD)	0
Skewness	2.165891877
Sum	66360.6546
Variance	0.008549507628
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=47)

Value	Count	Frequency (%)
0.2083	242379	78.8%
0.375	18538	6.0%
0.0417	18090	5.9%
0.0833	5131	1.7%
0.4167	4068	1.3%
0.1667	3570	1.2%
0.125	3373	1.1%
0	2351	0.8%
0.5	1835	0.6%
0.6667	1261	0.4%
Other values (37)	6915	2.2%

Value	Count	Frequency (%)
0	2351	0.8%
0.0208	50	< 0.1%
0.0417	18090	5.9%
0.0625	51	< 0.1%
0.0833	5131	1.7%

Value	Count	Frequency (%)
1	147	< 0.1%
0.9792	5	< 0.1%
0.9583	14	< 0.1%
0.9167	130	< 0.1%
0.875	16	< 0.1%

LANDAREA_MEDI
Real number (ℝ)

Zeros

Distinct	3560
Distinct (%)	1.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.05620260836

Minimum	0
Maximum	1
Zeros	15919
Zeros (%)	5.2%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.0487
median	0.0487
Q3	0.0487
95-th percentile	0.1284
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.05314986321
Coefficient of variation (CV)	0.9456832122
Kurtosis	86.74267328
Mean	0.05620260836
Median Absolute Deviation (MAD)	0
Skewness	7.159261989
Sum	17282.9203
Variance	0.002824907959
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0487	182692	59.4%
0	15919	5.2%
0.0193	197	0.1%
0.0642	194	0.1%
0.0482	186	0.1%
0.0143	180	0.1%
0.0161	180	0.1%
0.0803	179	0.1%
0.0241	177	0.1%
0.0321	176	0.1%
Other values (3550)	107431	34.9%

Value	Count	Frequency (%)
0	15919	5.2%
0.0001	14	< 0.1%
0.0002	13	< 0.1%
0.0003	7	< 0.1%
0.0004	11	< 0.1%

Value	Count	Frequency (%)
1	135	< 0.1%
0.9947	3	< 0.1%
0.9858	1	< 0.1%
0.9662	1	< 0.1%
0.9614	2	< 0.1%

LIVINGAPARTMENTS_MEDI
Real number (ℝ)

Distinct	1097
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.08428166017

Minimum	0
Maximum	1
Zeros	433
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0.0333
Q1	0.0761
median	0.0761
Q3	0.0761
95-th percentile	0.1693
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.05403232516
Coefficient of variation (CV)	0.6410923213
Kurtosis	57.42867794
Mean	0.08428166017
Median Absolute Deviation (MAD)	0
Skewness	5.863725071
Sum	25917.5376
Variance	0.002919492162
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0761	210824	68.6%
0.0513	4500	1.5%
0.0684	4497	1.5%
0.077	2926	1.0%
0.0599	2708	0.9%
0.0855	2014	0.7%
0.1231	1921	0.6%
0.0068	1715	0.6%
0.0616	1691	0.5%
0.1026	1517	0.5%
Other values (1087)	73198	23.8%

Value	Count	Frequency (%)
0	433	0.1%
0.0009	117	< 0.1%
0.0013	1	< 0.1%
0.0017	254	0.1%
0.0021	2	< 0.1%

Value	Count	Frequency (%)
1	91	< 0.1%
0.9808	2	< 0.1%
0.9654	4	< 0.1%
0.9509	5	< 0.1%
0.9312	5	< 0.1%

LIVINGAREA_MEDI
Real number (ℝ)

Distinct	5281
Distinct (%)	1.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.091688204

Minimum	0
Maximum	1
Zeros	299
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0.0146
Q1	0.0749
median	0.0749
Q3	0.0749
95-th percentile	0.2358
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.08099895837
Coefficient of variation (CV)	0.8834174391
Kurtosis	28.22797537
Mean	0.091688204
Median Absolute Deviation (MAD)	0
Skewness	4.377076641
Sum	28195.1313
Variance	0.006560831258
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0749	154431	50.2%
0	299	0.1%
0.0548	239	0.1%
0.0518	234	0.1%
0.052	233	0.1%
0.0521	232	0.1%
0.0522	225	0.1%
0.0519	217	0.1%
0.0513	217	0.1%
0.0717	212	0.1%
Other values (5271)	150972	49.1%

Value	Count	Frequency (%)
0	299	0.1%
0.0001	4	< 0.1%
0.0002	8	< 0.1%
0.0003	10	< 0.1%
0.0004	14	< 0.1%

Value	Count	Frequency (%)
1	149	< 0.1%
0.9988	1	< 0.1%
0.996	1	< 0.1%
0.9931	8	< 0.1%
0.9919	2	< 0.1%

NONLIVINGAPARTMENTS_MEDI
Real number (ℝ)

Skewed Zeros

Distinct	214
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.002644358413

Minimum	0
Maximum	1
Zeros	269611
Zeros (%)	87.7%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0.0097
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.02651553358
Coefficient of variation (CV)	10.02720866
Kurtosis	936.22943
Mean	0.002644358413
Median Absolute Deviation (MAD)	0
Skewness	28.05803955
Sum	813.1693
Variance	0.0007030735211
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	269611	87.7%
0.0039	14126	4.6%
0.0078	6493	2.1%
0.0116	3788	1.2%
0.0155	2557	0.8%
0.0194	1696	0.6%
0.0019	1286	0.4%
0.0233	1202	0.4%
0.0272	864	0.3%
0.0311	731	0.2%
Other values (204)	5157	1.7%

Value	Count	Frequency (%)
0	269611	87.7%
0.0019	1286	0.4%
0.0039	14126	4.6%
0.0058	515	0.2%
0.0078	6493	2.1%

Value	Count	Frequency (%)
1	97	< 0.1%
0.9976	4	< 0.1%
0.9938	1	< 0.1%
0.9782	3	< 0.1%
0.9627	2	< 0.1%

NONLIVINGAREA_MEDI
Real number (ℝ)

Zeros

Distinct	3323
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.01436612967

Minimum	0
Maximum	1
Zeros	60954
Zeros (%)	19.8%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.0031
median	0.0031
Q3	0.0031
95-th percentile	0.0742
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.04860998338
Coefficient of variation (CV)	3.383652
Kurtosis	137.1660624
Mean	0.01436612967
Median Absolute Deviation (MAD)	0
Skewness	9.576779681
Sum	4417.7429
Variance	0.002362930484
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0031	170089	55.3%
0	60954	19.8%
0.0012	539	0.2%
0.0022	478	0.2%
0.0037	456	0.1%
0.0044	431	0.1%
0.0011	421	0.1%
0.0043	415	0.1%
0.001	401	0.1%
0.0029	387	0.1%
Other values (3313)	72940	23.7%

Value	Count	Frequency (%)
0	60954	19.8%
0.0001	154	0.1%
0.0002	81	< 0.1%
0.0003	86	< 0.1%
0.0004	147	< 0.1%

Value	Count	Frequency (%)
1	134	< 0.1%
0.9969	1	< 0.1%
0.9792	2	< 0.1%
0.9789	1	< 0.1%
0.9759	5	< 0.1%

FONDKAPREMONT_MODE
Text

Distinct	5
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.3 MiB

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	307511
Distinct characters	5
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	3
2nd row	3
3rd row	0
4th row	0
5th row	0

Value	Count	Frequency (%)
0	210295	68.4%
3	73830	24.0%
4	12080	3.9%
1	5687	1.8%
2	5619	1.8%

Most occurring characters

Value	Count	Frequency (%)
0	210295	68.4%
3	73830	24.0%
4	12080	3.9%
1	5687	1.8%
2	5619	1.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	307511	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	210295	68.4%
3	73830	24.0%
4	12080	3.9%
1	5687	1.8%
2	5619	1.8%

Most occurring scripts

Value	Count	Frequency (%)
Common	307511	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	210295	68.4%
3	73830	24.0%
4	12080	3.9%
1	5687	1.8%
2	5619	1.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	307511	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	210295	68.4%
3	73830	24.0%
4	12080	3.9%
1	5687	1.8%
2	5619	1.8%

HOUSETYPE_MODE
Text

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.3 MiB

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	307511
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	0
4th row	0
5th row	0

Value	Count	Frequency (%)
0	154297	50.2%
1	150503	48.9%
2	1499	0.5%
3	1212	0.4%

Most occurring characters

Value	Count	Frequency (%)
0	154297	50.2%
1	150503	48.9%
2	1499	0.5%
3	1212	0.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	307511	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	154297	50.2%
1	150503	48.9%
2	1499	0.5%
3	1212	0.4%

Most occurring scripts

Value	Count	Frequency (%)
Common	307511	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	154297	50.2%
1	150503	48.9%
2	1499	0.5%
3	1212	0.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	307511	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	154297	50.2%
1	150503	48.9%
2	1499	0.5%
3	1212	0.4%

TOTALAREA_MODE
Real number (ℝ)

Distinct	5116
Distinct (%)	1.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.08625764899

Minimum	0
Maximum	1
Zeros	582
Zeros (%)	0.2%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0.0118
Q1	0.067
median	0.0688
Q3	0.0703
95-th percentile	0.231
Maximum	1
Range	1
Interquartile range (IQR)	0.0033

Descriptive statistics

Standard deviation	0.07910992659
Coefficient of variation (CV)	0.9171352049
Kurtosis	26.94806366
Mean	0.08625764899
Median Absolute Deviation (MAD)	0.0017
Skewness	4.21647975
Sum	26525.1759
Variance	0.006258380485
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0688	148630	48.3%
0	582	0.2%
0.057	247	0.1%
0.0547	230	0.1%
0.055	227	0.1%
0.0548	227	0.1%
0.0555	227	0.1%
0.0551	225	0.1%
0.0573	220	0.1%
0.0554	220	0.1%
Other values (5106)	156476	50.9%

Value	Count	Frequency (%)
0	582	0.2%
0.0001	10	< 0.1%
0.0002	4	< 0.1%
0.0003	24	< 0.1%
0.0004	18	< 0.1%

Value	Count	Frequency (%)
1	155	0.1%
0.9973	1	< 0.1%
0.9931	1	< 0.1%
0.992	1	< 0.1%
0.979	2	< 0.1%

WALLSMATERIAL_MODE
Text

Distinct	8
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.3 MiB

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	307511
Distinct characters	8
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	6
2nd row	1
3rd row	0
4th row	0
5th row	0

Value	Count	Frequency (%)
0	156341	50.8%
5	66040	21.5%
6	64815	21.1%
1	9253	3.0%
7	5362	1.7%
2	2296	0.7%
3	1779	0.6%
4	1625	0.5%

Most occurring characters

Value	Count	Frequency (%)
0	156341	50.8%
5	66040	21.5%
6	64815	21.1%
1	9253	3.0%
7	5362	1.7%
2	2296	0.7%
3	1779	0.6%
4	1625	0.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	307511	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	156341	50.8%
5	66040	21.5%
6	64815	21.1%
1	9253	3.0%
7	5362	1.7%
2	2296	0.7%
3	1779	0.6%
4	1625	0.5%

Most occurring scripts

Value	Count	Frequency (%)
Common	307511	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	156341	50.8%
5	66040	21.5%
6	64815	21.1%
1	9253	3.0%
7	5362	1.7%
2	2296	0.7%
3	1779	0.6%
4	1625	0.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	307511	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	156341	50.8%
5	66040	21.5%
6	64815	21.1%
1	9253	3.0%
7	5362	1.7%
2	2296	0.7%
3	1779	0.6%
4	1625	0.5%

EMERGENCYSTATE_MODE
Real number (ℝ)

Zeros

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.5335874164

Minimum	0
Maximum	2
Zeros	145755
Zeros (%)	47.4%
Negative	0
Negative (%)	0.0%
Memory size	1.2 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	1
95-th percentile	1
Maximum	2
Range	2
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.5138226015
Coefficient of variation (CV)	0.9629586188
Kurtosis	-1.594556216
Mean	0.5335874164
Median Absolute Deviation (MAD)	0
Skewness	0.03293521435
Sum	164084
Variance	0.2640136658
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=3)

Value	Count	Frequency (%)
1	159428	51.8%
0	145755	47.4%
2	2328	0.8%

Value	Count	Frequency (%)
0	145755	47.4%
1	159428	51.8%
2	2328	0.8%

Value	Count	Frequency (%)
2	2328	0.8%
1	159428	51.8%
0	145755	47.4%

OBS_30_CNT_SOCIAL_CIRCLE
Real number (ℝ)

Zeros

Distinct	33
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.417523276

Minimum	0
Maximum	348
Zeros	164931
Zeros (%)	53.6%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	2
95-th percentile	6
Maximum	348
Range	348
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	2.398395406
Coefficient of variation (CV)	1.691961922
Kurtosis	1426.335795
Mean	1.417523276
Median Absolute Deviation (MAD)	0
Skewness	12.14379639
Sum	435904
Variance	5.752300524
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=33)

Value	Count	Frequency (%)
0	164931	53.6%
1	48783	15.9%
2	29808	9.7%
3	20322	6.6%
4	14143	4.6%
5	9553	3.1%
6	6453	2.1%
7	4390	1.4%
8	2967	1.0%
9	2003	0.7%
Other values (23)	4158	1.4%

Value	Count	Frequency (%)
0	164931	53.6%
1	48783	15.9%
2	29808	9.7%
3	20322	6.6%
4	14143	4.6%

Value	Count	Frequency (%)
348	1	< 0.1%
47	1	< 0.1%
30	2	< 0.1%
29	1	< 0.1%
28	1	< 0.1%

DEF_30_CNT_SOCIAL_CIRCLE
Real number (ℝ)

Zeros

Distinct	10
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.14294448

Minimum	0
Maximum	34
Zeros	272345
Zeros (%)	88.6%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	34
Range	34
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.4460325557
Coefficient of variation (CV)	3.12032025
Kurtosis	126.6766484
Mean	0.14294448
Median Absolute Deviation (MAD)	0
Skewness	5.192572496
Sum	43957
Variance	0.1989450408
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0	272345	88.6%
1	28328	9.2%
2	5323	1.7%
3	1192	0.4%
4	253	0.1%
5	56	< 0.1%
6	11	< 0.1%
7	1	< 0.1%
34	1	< 0.1%
8	1	< 0.1%

Value	Count	Frequency (%)
0	272345	88.6%
1	28328	9.2%
2	5323	1.7%
3	1192	0.4%
4	253	0.1%

Value	Count	Frequency (%)
34	1	< 0.1%
8	1	< 0.1%
7	1	< 0.1%
6	11	< 0.1%
5	56	< 0.1%

OBS_60_CNT_SOCIAL_CIRCLE
Real number (ℝ)

Zeros

Distinct	33
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.400626319

Minimum	0
Maximum	344
Zeros	165687
Zeros (%)	53.9%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	2
95-th percentile	6
Maximum	344
Range	344
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	2.377224266
Coefficient of variation (CV)	1.697258029
Kurtosis	1411.229416
Mean	1.400626319
Median Absolute Deviation (MAD)	0
Skewness	12.07515253
Sum	430708
Variance	5.651195211
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=33)

Value	Count	Frequency (%)
0	165687	53.9%
1	48870	15.9%
2	29766	9.7%
3	20215	6.6%
4	13946	4.5%
5	9463	3.1%
6	6349	2.1%
7	4344	1.4%
8	2886	0.9%
9	1959	0.6%
Other values (23)	4026	1.3%

Value	Count	Frequency (%)
0	165687	53.9%
1	48870	15.9%
2	29766	9.7%
3	20215	6.6%
4	13946	4.5%

Value	Count	Frequency (%)
344	1	< 0.1%
47	1	< 0.1%
30	1	< 0.1%
29	2	< 0.1%
28	1	< 0.1%

DEF_60_CNT_SOCIAL_CIRCLE
Real number (ℝ)

Zeros

Distinct	9
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0997167581

Minimum	0
Maximum	24
Zeros	281742
Zeros (%)	91.6%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	24
Range	24
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.3617346501
Coefficient of variation (CV)	3.627621445
Kurtosis	86.83515507
Mean	0.0997167581
Median Absolute Deviation (MAD)	0
Skewness	5.287339297
Sum	30664
Variance	0.1308519571
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
0	281742	91.6%
1	21841	7.1%
2	3170	1.0%
3	598	0.2%
4	135	< 0.1%
5	20	< 0.1%
6	3	< 0.1%
7	1	< 0.1%
24	1	< 0.1%

Value	Count	Frequency (%)
0	281742	91.6%
1	21841	7.1%
2	3170	1.0%
3	598	0.2%
4	135	< 0.1%

Value	Count	Frequency (%)
24	1	< 0.1%
7	1	< 0.1%
6	3	< 0.1%
5	20	< 0.1%
4	135	< 0.1%

DAYS_LAST_PHONE_CHANGE
Real number (ℝ)

Zeros

Distinct	3773
Distinct (%)	1.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-962.8581189

Minimum	-4292
Maximum	0
Zeros	37672
Zeros (%)	12.3%
Negative	269839
Negative (%)	87.7%
Memory size	2.3 MiB

Quantile statistics

Minimum	-4292
5-th percentile	-2522
Q1	-1570
median	-757
Q3	-274
95-th percentile	0
Maximum	0
Range	4292
Interquartile range (IQR)	1296

Descriptive statistics

Standard deviation	826.807226
Coefficient of variation (CV)	-0.8587009963
Kurtosis	-0.3085699505
Mean	-962.8581189
Median Absolute Deviation (MAD)	627
Skewness	-0.7136089912
Sum	-296089463
Variance	683610.189
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	37672	12.3%
-1	2812	0.9%
-2	2318	0.8%
-3	1763	0.6%
-4	1285	0.4%
-5	824	0.3%
-6	537	0.2%
-7	442	0.1%
-8	278	0.1%
-476	222	0.1%
Other values (3763)	259358	84.3%

Value	Count	Frequency (%)
-4292	1	< 0.1%
-4185	1	< 0.1%
-4173	1	< 0.1%
-4153	1	< 0.1%
-4131	1	< 0.1%

Value	Count	Frequency (%)
0	37672	12.3%
-1	2812	0.9%
-2	2318	0.8%
-3	1763	0.6%
-4	1285	0.4%

FLAG_DOCUMENT_2
Real number (ℝ)

Skewed Zeros

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.227491049 × 10^-5

Minimum	0
Maximum	1
Zeros	307498
Zeros (%)	> 99.9%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.006501789045
Coefficient of variation (CV)	153.7978193
Kurtosis	23650.07691
Mean	4.227491049 × 10^-5
Median Absolute Deviation (MAD)	0
Skewness	153.7918174
Sum	13
Variance	4.227326079 × 10^-5
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	307498	> 99.9%
1	13	< 0.1%

Value	Count	Frequency (%)
0	307498	> 99.9%
1	13	< 0.1%

Value	Count	Frequency (%)
1	13	< 0.1%
0	307498	> 99.9%

FLAG_DOCUMENT_3
Real number (ℝ)

Zeros

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.7100233813

Minimum	0
Maximum	1
Zeros	89171
Zeros (%)	29.0%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	1
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.4537519684
Coefficient of variation (CV)	0.6390662342
Kurtosis	-1.143040848
Mean	0.7100233813
Median Absolute Deviation (MAD)	0
Skewness	-0.9257248975
Sum	218340
Variance	0.2058908489
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
1	218340	71.0%
0	89171	29.0%

Value	Count	Frequency (%)
0	89171	29.0%
1	218340	71.0%

Value	Count	Frequency (%)
1	218340	71.0%
0	89171	29.0%

FLAG_DOCUMENT_4
Real number (ℝ)

Skewed Zeros

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	8.129790479 × 10^-5

Minimum	0
Maximum	1
Zeros	307486
Zeros (%)	> 99.9%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.009016183217
Coefficient of variation (CV)	110.9030207
Kurtosis	12295.64002
Mean	8.129790479 × 10^-5
Median Absolute Deviation (MAD)	0
Skewness	110.8943644
Sum	25
Variance	8.129155979 × 10^-5
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	307486	> 99.9%
1	25	< 0.1%

Value	Count	Frequency (%)
0	307486	> 99.9%
1	25	< 0.1%

Value	Count	Frequency (%)
1	25	< 0.1%
0	307486	> 99.9%

FLAG_DOCUMENT_5
Real number (ℝ)

Zeros

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.01511490646

Minimum	0
Maximum	1
Zeros	302863
Zeros (%)	98.5%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.1220102228
Coefficient of variation (CV)	8.072178491
Kurtosis	61.17621478
Mean	0.01511490646
Median Absolute Deviation (MAD)	0
Skewness	7.94832164
Sum	4648
Variance	0.01488649447
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	302863	98.5%
1	4648	1.5%

Value	Count	Frequency (%)
0	302863	98.5%
1	4648	1.5%

Value	Count	Frequency (%)
1	4648	1.5%
0	302863	98.5%

FLAG_DOCUMENT_6
Real number (ℝ)

Zeros

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.08805538664

Minimum	0
Maximum	1
Zeros	280433
Zeros (%)	91.2%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.2833758929
Coefficient of variation (CV)	3.218155114
Kurtosis	6.453170922
Mean	0.08805538664
Median Absolute Deviation (MAD)	0
Skewness	2.907426517
Sum	27078
Variance	0.08030189666
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	280433	91.2%
1	27078	8.8%

Value	Count	Frequency (%)
0	280433	91.2%
1	27078	8.8%

Value	Count	Frequency (%)
1	27078	8.8%
0	280433	91.2%

FLAG_DOCUMENT_7
Real number (ℝ)

Skewed Zeros

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0001918630553

Minimum	0
Maximum	1
Zeros	307452
Zeros (%)	> 99.9%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.01385015768
Coefficient of variation (CV)	72.18772606
Kurtosis	5207.135724
Mean	0.0001918630553
Median Absolute Deviation (MAD)	0
Skewness	72.17410795
Sum	59
Variance	0.0001918268677
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	307452	> 99.9%
1	59	< 0.1%

Value	Count	Frequency (%)
0	307452	> 99.9%
1	59	< 0.1%

Value	Count	Frequency (%)
1	59	< 0.1%
0	307452	> 99.9%

FLAG_DOCUMENT_8
Real number (ℝ)

Zeros

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.08137595078

Minimum	0
Maximum	1
Zeros	282487
Zeros (%)	91.9%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.2734120489
Coefficient of variation (CV)	3.359863035
Kurtosis	7.377366974
Mean	0.08137595078
Median Absolute Deviation (MAD)	0
Skewness	3.062240845
Sum	25024
Variance	0.07475414851
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	282487	91.9%
1	25024	8.1%

Value	Count	Frequency (%)
0	282487	91.9%
1	25024	8.1%

Value	Count	Frequency (%)
1	25024	8.1%
0	282487	91.9%

FLAG_DOCUMENT_9
Real number (ℝ)

Zeros

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.003895795598

Minimum	0
Maximum	1
Zeros	306313
Zeros (%)	99.6%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.0622947108
Coefficient of variation (CV)	15.99024108
Kurtosis	251.6950013
Mean	0.003895795598
Median Absolute Deviation (MAD)	0
Skewness	15.92775453
Sum	1198
Variance	0.003880630994
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	306313	99.6%
1	1198	0.4%

Value	Count	Frequency (%)
0	306313	99.6%
1	1198	0.4%

Value	Count	Frequency (%)
1	1198	0.4%
0	306313	99.6%

FLAG_DOCUMENT_10
Real number (ℝ)

Skewed Zeros

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.276341334 × 10^-5

Minimum	0
Maximum	1
Zeros	307504
Zeros (%)	> 99.9%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.004771055354
Coefficient of variation (CV)	209.5931433
Kurtosis	43925.85711
Mean	2.276341334 × 10^-5
Median Absolute Deviation (MAD)	0
Skewness	209.5890537
Sum	7
Variance	2.276296919 × 10^-5
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	307504	> 99.9%
1	7	< 0.1%

Value	Count	Frequency (%)
0	307504	> 99.9%
1	7	< 0.1%

Value	Count	Frequency (%)
1	7	< 0.1%
0	307504	> 99.9%

FLAG_DOCUMENT_11
Real number (ℝ)

Zeros

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.003912055179

Minimum	0
Maximum	1
Zeros	306308
Zeros (%)	99.6%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.06242406327
Coefficient of variation (CV)	15.95684632
Kurtosis	250.6281384
Mean	0.003912055179
Median Absolute Deviation (MAD)	0
Skewness	15.89422878
Sum	1203
Variance	0.003896763675
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	306308	99.6%
1	1203	0.4%

Value	Count	Frequency (%)
0	306308	99.6%
1	1203	0.4%

Value	Count	Frequency (%)
1	1203	0.4%
0	306308	99.6%

FLAG_DOCUMENT_12
Real number (ℝ)

Skewed Zeros

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.503832383 × 10^-6

Minimum	0
Maximum	1
Zeros	307509
Zeros (%)	> 99.9%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.002550257092
Coefficient of variation (CV)	392.1160542
Kurtosis	153753
Mean	6.503832383 × 10^-6
Median Absolute Deviation (MAD)	0
Skewness	392.1147791
Sum	2
Variance	6.503811233 × 10^-6
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	307509	> 99.9%
1	2	< 0.1%

Value	Count	Frequency (%)
0	307509	> 99.9%
1	2	< 0.1%

Value	Count	Frequency (%)
1	2	< 0.1%
0	307509	> 99.9%

FLAG_DOCUMENT_13
Real number (ℝ)

Zeros

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.003525077152

Minimum	0
Maximum	1
Zeros	306427
Zeros (%)	99.6%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.05926771807
Coefficient of variation (CV)	16.81316905
Kurtosis	278.6898227
Mean	0.003525077152
Median Absolute Deviation (MAD)	0
Skewness	16.75374615
Sum	1084
Variance	0.003512662406
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	306427	99.6%
1	1084	0.4%

Value	Count	Frequency (%)
0	306427	99.6%
1	1084	0.4%

Value	Count	Frequency (%)
1	1084	0.4%
0	306427	99.6%

FLAG_DOCUMENT_14
Real number (ℝ)

Zeros

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.002936480321

Minimum	0
Maximum	1
Zeros	306608
Zeros (%)	99.7%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.05410976738
Coefficient of variation (CV)	18.42674272
Kurtosis	335.5521636
Mean	0.002936480321
Median Absolute Deviation (MAD)	0
Skewness	18.37253334
Sum	903
Variance	0.002927866926
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	306608	99.7%
1	903	0.3%

Value	Count	Frequency (%)
0	306608	99.7%
1	903	0.3%

Value	Count	Frequency (%)
1	903	0.3%
0	306608	99.7%

FLAG_DOCUMENT_15
Real number (ℝ)

Skewed Zeros

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.001209712823

Minimum	0
Maximum	1
Zeros	307139
Zeros (%)	99.9%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.03475993883
Coefficient of variation (CV)	28.7340418
Kurtosis	821.6570635
Mean	0.001209712823
Median Absolute Deviation (MAD)	0
Skewness	28.69933309
Sum	372
Variance	0.001208253347
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	307139	99.9%
1	372	0.1%

Value	Count	Frequency (%)
0	307139	99.9%
1	372	0.1%

Value	Count	Frequency (%)
1	372	0.1%
0	307139	99.9%

FLAG_DOCUMENT_16
Real number (ℝ)

Zeros

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.009928100133

Minimum	0
Maximum	1
Zeros	304458
Zeros (%)	99.0%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.09914416234
Coefficient of variation (CV)	9.986217001
Kurtosis	95.73580948
Mean	0.009928100133
Median Absolute Deviation (MAD)	0
Skewness	9.886110804
Sum	3053
Variance	0.009829564926
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	304458	99.0%
1	3053	1.0%

Value	Count	Frequency (%)
0	304458	99.0%
1	3053	1.0%

Value	Count	Frequency (%)
1	3053	1.0%
0	304458	99.0%

FLAG_DOCUMENT_17
Real number (ℝ)

Skewed Zeros

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0002666571277

Minimum	0
Maximum	1
Zeros	307429
Zeros (%)	> 99.9%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.01632748874
Coefficient of variation (CV)	61.23027305
Kurtosis	3745.195328
Mean	0.0002666571277
Median Absolute Deviation (MAD)	0
Skewness	61.21414027
Sum	82
Variance	0.0002665868886
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	307429	> 99.9%
1	82	< 0.1%

Value	Count	Frequency (%)
0	307429	> 99.9%
1	82	< 0.1%

Value	Count	Frequency (%)
1	82	< 0.1%
0	307429	> 99.9%

FLAG_DOCUMENT_18
Real number (ℝ)

Zeros

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.008129790479

Minimum	0
Maximum	1
Zeros	305011
Zeros (%)	99.2%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.08979823611
Coefficient of variation (CV)	11.04557815
Kurtosis	118.0145348
Mean	0.008129790479
Median Absolute Deviation (MAD)	0
Skewness	10.95507952
Sum	2500
Variance	0.008063723208
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	305011	99.2%
1	2500	0.8%

Value	Count	Frequency (%)
0	305011	99.2%
1	2500	0.8%

Value	Count	Frequency (%)
1	2500	0.8%
0	305011	99.2%

FLAG_DOCUMENT_19
Real number (ℝ)

Skewed Zeros

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0005951006631

Minimum	0
Maximum	1
Zeros	307328
Zeros (%)	99.9%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.02438746507
Coefficient of variation (CV)	40.98040311
Kurtosis	1675.415835
Mean	0.0005951006631
Median Absolute Deviation (MAD)	0
Skewness	40.95613431
Sum	183
Variance	0.0005947484523
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	307328	99.9%
1	183	0.1%

Value	Count	Frequency (%)
0	307328	99.9%
1	183	0.1%

Value	Count	Frequency (%)
1	183	0.1%
0	307328	99.9%

FLAG_DOCUMENT_20
Real number (ℝ)

Skewed Zeros

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0005072989259

Minimum	0
Maximum	1
Zeros	307355
Zeros (%)	99.9%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.02251762027
Coefficient of variation (CV)	44.38728158
Kurtosis	1966.256856
Mean	0.0005072989259
Median Absolute Deviation (MAD)	0
Skewness	44.3648968
Sum	156
Variance	0.0005070432226
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	307355	99.9%
1	156	0.1%

Value	Count	Frequency (%)
0	307355	99.9%
1	156	0.1%

Value	Count	Frequency (%)
1	156	0.1%
0	307355	99.9%

FLAG_DOCUMENT_21
Real number (ℝ)

Skewed Zeros

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0003349473677

Minimum	0
Maximum	1
Zeros	307408
Zeros (%)	> 99.9%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.01829853182
Coefficient of variation (CV)	54.63106621
Kurtosis	2980.592507
Mean	0.0003349473677
Median Absolute Deviation (MAD)	0
Skewness	54.61293914
Sum	103
Variance	0.0003348362669
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	307408	> 99.9%
1	103	< 0.1%

Value	Count	Frequency (%)
0	307408	> 99.9%
1	103	< 0.1%

Value	Count	Frequency (%)
1	103	< 0.1%
0	307408	> 99.9%

AMT_REQ_CREDIT_BUREAU_HOUR
Real number (ℝ)

Zeros

Distinct	5
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.005538013274

Minimum	0
Maximum	4
Zeros	305885
Zeros (%)	99.5%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	4
Range	4
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.0780141305
Coefficient of variation (CV)	14.08702483
Kurtosis	294.6212259
Mean	0.005538013274
Median Absolute Deviation (MAD)	0
Skewness	15.64198975
Sum	1703
Variance	0.006086204557
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=5)

Value	Count	Frequency (%)
0	305885	99.5%
1	1560	0.5%
2	56	< 0.1%
3	9	< 0.1%
4	1	< 0.1%

Value	Count	Frequency (%)
0	305885	99.5%
1	1560	0.5%
2	56	< 0.1%
3	9	< 0.1%
4	1	< 0.1%

Value	Count	Frequency (%)
4	1	< 0.1%
3	9	< 0.1%
2	56	< 0.1%
1	1560	0.5%
0	305885	99.5%

AMT_REQ_CREDIT_BUREAU_DAY
Real number (ℝ)

Skewed Zeros

Distinct	9
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.006055067949

Minimum	0
Maximum	9
Zeros	306022
Zeros (%)	99.5%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	9
Range	9
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.1030371201
Coefficient of variation (CV)	17.01667446
Kurtosis	1331.756374
Mean	0.006055067949
Median Absolute Deviation (MAD)	0
Skewness	29.08157716
Sum	1862
Variance	0.01061664812
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
0	306022	99.5%
1	1292	0.4%
2	106	< 0.1%
3	45	< 0.1%
4	26	< 0.1%
5	9	< 0.1%
6	8	< 0.1%
9	2	< 0.1%
8	1	< 0.1%

Value	Count	Frequency (%)
0	306022	99.5%
1	1292	0.4%
2	106	< 0.1%
3	45	< 0.1%
4	26	< 0.1%

Value	Count	Frequency (%)
9	2	< 0.1%
8	1	< 0.1%
6	8	< 0.1%
5	9	< 0.1%
4	26	< 0.1%

AMT_REQ_CREDIT_BUREAU_WEEK
Real number (ℝ)

Zeros

Distinct	9
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.02972251399

Minimum	0
Maximum	8
Zeros	298975
Zeros (%)	97.2%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	8
Range	8
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.1907279376
Coefficient of variation (CV)	6.416951731
Kurtosis	192.7339143
Mean	0.02972251399
Median Absolute Deviation (MAD)	0
Skewness	10.00803257
Sum	9140
Variance	0.03637714618
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
0	298975	97.2%
1	8208	2.7%
2	199	0.1%
3	58	< 0.1%
4	34	< 0.1%
6	20	< 0.1%
5	10	< 0.1%
8	5	< 0.1%
7	2	< 0.1%

Value	Count	Frequency (%)
0	298975	97.2%
1	8208	2.7%
2	199	0.1%
3	58	< 0.1%
4	34	< 0.1%

Value	Count	Frequency (%)
8	5	< 0.1%
7	2	< 0.1%
6	20	< 0.1%
5	10	< 0.1%
4	34	< 0.1%

AMT_REQ_CREDIT_BUREAU_MON
Real number (ℝ)

Zeros

Distinct	24
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.2312925391

Minimum	0
Maximum	27
Zeros	263752
Zeros (%)	85.8%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	27
Range	27
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.8568100736
Coefficient of variation (CV)	3.704443199
Kurtosis	103.977208
Mean	0.2312925391
Median Absolute Deviation (MAD)	0
Skewness	8.371504668
Sum	71125
Variance	0.7341235022
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=24)

Value	Count	Frequency (%)
0	263752	85.8%
1	33147	10.8%
2	5386	1.8%
3	1991	0.6%
4	1076	0.3%
5	602	0.2%
6	343	0.1%
7	298	0.1%
9	206	0.1%
8	185	0.1%
Other values (14)	525	0.2%

Value	Count	Frequency (%)
0	263752	85.8%
1	33147	10.8%
2	5386	1.8%
3	1991	0.6%
4	1076	0.3%

Value	Count	Frequency (%)
27	1	< 0.1%
24	1	< 0.1%
23	1	< 0.1%
22	1	< 0.1%
19	3	< 0.1%

AMT_REQ_CREDIT_BUREAU_QRT
Real number (ℝ)

Skewed Zeros

Distinct	11
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.22963081

Minimum	0
Maximum	261
Zeros	256936
Zeros (%)	83.6%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	2
Maximum	261
Range	261
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.7440589927
Coefficient of variation (CV)	3.240240248
Kurtosis	49065.99873
Mean	0.22963081
Median Absolute Deviation (MAD)	0
Skewness	141.4009149
Sum	70614
Variance	0.5536237845
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=11)

Value	Count	Frequency (%)
0	256936	83.6%
1	33862	11.0%
2	14412	4.7%
3	1717	0.6%
4	476	0.2%
5	64	< 0.1%
6	28	< 0.1%
8	7	< 0.1%
7	7	< 0.1%
261	1	< 0.1%

Value	Count	Frequency (%)
0	256936	83.6%
1	33862	11.0%
2	14412	4.7%
3	1717	0.6%
4	476	0.2%

Value	Count	Frequency (%)
261	1	< 0.1%
19	1	< 0.1%
8	7	< 0.1%
7	7	< 0.1%
6	28	< 0.1%

AMT_REQ_CREDIT_BUREAU_YEAR
Real number (ℝ)

Zeros

Distinct	25
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.778463209

Minimum	0
Maximum	25
Zeros	71801
Zeros (%)	23.3%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	1
Q3	3
95-th percentile	5
Maximum	25
Range	25
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.765523148
Coefficient of variation (CV)	0.9927240206
Kurtosis	2.785446001
Mean	1.778463209
Median Absolute Deviation (MAD)	1
Skewness	1.46564316
Sum	546897
Variance	3.117071985
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=25)

Value	Count	Frequency (%)
1	104924	34.1%
0	71801	23.3%
2	50192	16.3%
3	33628	10.9%
4	20714	6.7%
5	12052	3.9%
6	6967	2.3%
7	3869	1.3%
8	2127	0.7%
9	1096	0.4%
Other values (15)	141	< 0.1%

Value	Count	Frequency (%)
0	71801	23.3%
1	104924	34.1%
2	50192	16.3%
3	33628	10.9%
4	20714	6.7%

Value	Count	Frequency (%)
25	1	< 0.1%
23	1	< 0.1%
22	1	< 0.1%
21	1	< 0.1%
20	1	< 0.1%

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks